diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_579_STmodel_product_rem_v3a_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_579_STmodel_product_rem_v3a_en.md
new file mode 100644
index 00000000000000..2826dbe6ee9788
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_579_STmodel_product_rem_v3a_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_579_STmodel_product_rem_v3a TFMPNetModel from jamiehudson
+author: John Snow Labs
+name: mpnet_embedding_579_STmodel_product_rem_v3a
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_579_STmodel_product_rem_v3a` is a English model originally trained by jamiehudson.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_579_STmodel_product_rem_v3a_en_5.1.0_3.0_1692379340262.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_579_STmodel_product_rem_v3a_en_5.1.0_3.0_1692379340262.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_579_STmodel_product_rem_v3a|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ATTACK_BERT_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ATTACK_BERT_en.md
new file mode 100644
index 00000000000000..8d7a64142160ff
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ATTACK_BERT_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_ATTACK_BERT TFMPNetModel from basel
+author: John Snow Labs
+name: mpnet_embedding_ATTACK_BERT
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_ATTACK_BERT` is a English model originally trained by basel.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ATTACK_BERT_en_5.1.0_3.0_1692376584683.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ATTACK_BERT_en_5.1.0_3.0_1692376584683.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_ATTACK_BERT|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_BioLORD_STAMB2_v1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_BioLORD_STAMB2_v1_en.md
new file mode 100644
index 00000000000000..f19db3f3446eac
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_BioLORD_STAMB2_v1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_BioLORD_STAMB2_v1 TFMPNetModel from FremyCompany
+author: John Snow Labs
+name: mpnet_embedding_BioLORD_STAMB2_v1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_BioLORD_STAMB2_v1` is a English model originally trained by FremyCompany.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_BioLORD_STAMB2_v1_en_5.1.0_3.0_1692377544444.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_BioLORD_STAMB2_v1_en_5.1.0_3.0_1692377544444.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_BioLORD_STAMB2_v1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Conditional_Classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Conditional_Classifier_en.md
new file mode 100644
index 00000000000000..918b41525c1172
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Conditional_Classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_CPU_Conditional_Classifier TFMPNetModel from mtyrrell
+author: John Snow Labs
+name: mpnet_embedding_CPU_Conditional_Classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_CPU_Conditional_Classifier` is a English model originally trained by mtyrrell.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Conditional_Classifier_en_5.1.0_3.0_1692380267965.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Conditional_Classifier_en_5.1.0_3.0_1692380267965.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_CPU_Conditional_Classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Economywide_Classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Economywide_Classifier_en.md
new file mode 100644
index 00000000000000..757624791b4dbd
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Economywide_Classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_CPU_Economywide_Classifier TFMPNetModel from mtyrrell
+author: John Snow Labs
+name: mpnet_embedding_CPU_Economywide_Classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_CPU_Economywide_Classifier` is a English model originally trained by mtyrrell.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Economywide_Classifier_en_5.1.0_3.0_1692379293006.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Economywide_Classifier_en_5.1.0_3.0_1692379293006.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_CPU_Economywide_Classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Mitigation_Classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Mitigation_Classifier_en.md
new file mode 100644
index 00000000000000..a1d1ba79c4ef31
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Mitigation_Classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_CPU_Mitigation_Classifier TFMPNetModel from mtyrrell
+author: John Snow Labs
+name: mpnet_embedding_CPU_Mitigation_Classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_CPU_Mitigation_Classifier` is a English model originally trained by mtyrrell.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Mitigation_Classifier_en_5.1.0_3.0_1692380447837.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Mitigation_Classifier_en_5.1.0_3.0_1692380447837.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_CPU_Mitigation_Classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Netzero_Classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Netzero_Classifier_en.md
new file mode 100644
index 00000000000000..cb3712d55153b6
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Netzero_Classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_CPU_Netzero_Classifier TFMPNetModel from mtyrrell
+author: John Snow Labs
+name: mpnet_embedding_CPU_Netzero_Classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_CPU_Netzero_Classifier` is a English model originally trained by mtyrrell.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Netzero_Classifier_en_5.1.0_3.0_1692380071810.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Netzero_Classifier_en_5.1.0_3.0_1692380071810.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_CPU_Netzero_Classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.1 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Target_Classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Target_Classifier_en.md
new file mode 100644
index 00000000000000..046ce8c8c4938e
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Target_Classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_CPU_Target_Classifier TFMPNetModel from mtyrrell
+author: John Snow Labs
+name: mpnet_embedding_CPU_Target_Classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_CPU_Target_Classifier` is a English model originally trained by mtyrrell.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Target_Classifier_en_5.1.0_3.0_1692381136016.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Target_Classifier_en_5.1.0_3.0_1692381136016.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_CPU_Target_Classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Transport_GHG_Classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Transport_GHG_Classifier_en.md
new file mode 100644
index 00000000000000..0c1cad11d00706
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_CPU_Transport_GHG_Classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_CPU_Transport_GHG_Classifier TFMPNetModel from mtyrrell
+author: John Snow Labs
+name: mpnet_embedding_CPU_Transport_GHG_Classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_CPU_Transport_GHG_Classifier` is a English model originally trained by mtyrrell.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Transport_GHG_Classifier_en_5.1.0_3.0_1692379880190.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_CPU_Transport_GHG_Classifier_en_5.1.0_3.0_1692379880190.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_CPU_Transport_GHG_Classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_DomainAdaptM2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_DomainAdaptM2_en.md
new file mode 100644
index 00000000000000..9a0c261ed16d69
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_DomainAdaptM2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_DomainAdaptM2 TFMPNetModel from dani0f
+author: John Snow Labs
+name: mpnet_embedding_DomainAdaptM2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_DomainAdaptM2` is a English model originally trained by dani0f.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_DomainAdaptM2_en_5.1.0_3.0_1692376943387.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_DomainAdaptM2_en_5.1.0_3.0_1692376943387.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_DomainAdaptM2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_FewShotIssueClassifier_NLBSE23_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_FewShotIssueClassifier_NLBSE23_en.md
new file mode 100644
index 00000000000000..7ce867459489e7
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_FewShotIssueClassifier_NLBSE23_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_FewShotIssueClassifier_NLBSE23 TFMPNetModel from PeppoCola
+author: John Snow Labs
+name: mpnet_embedding_FewShotIssueClassifier_NLBSE23
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_FewShotIssueClassifier_NLBSE23` is a English model originally trained by PeppoCola.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_FewShotIssueClassifier_NLBSE23_en_5.1.0_3.0_1692375535519.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_FewShotIssueClassifier_NLBSE23_en_5.1.0_3.0_1692375535519.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_FewShotIssueClassifier_NLBSE23|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_InvoiceOrNot_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_InvoiceOrNot_en.md
new file mode 100644
index 00000000000000..051f1bead450ea
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_InvoiceOrNot_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_InvoiceOrNot TFMPNetModel from HamzaFarhan
+author: John Snow Labs
+name: mpnet_embedding_InvoiceOrNot
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_InvoiceOrNot` is a English model originally trained by HamzaFarhan.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_InvoiceOrNot_en_5.1.0_3.0_1692379683526.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_InvoiceOrNot_en_5.1.0_3.0_1692379683526.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_InvoiceOrNot|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PDFSegs_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PDFSegs_en.md
new file mode 100644
index 00000000000000..2cf1cf933def81
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PDFSegs_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_PDFSegs TFMPNetModel from HamzaFarhan
+author: John Snow Labs
+name: mpnet_embedding_PDFSegs
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_PDFSegs` is a English model originally trained by HamzaFarhan.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_PDFSegs_en_5.1.0_3.0_1692378985073.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_PDFSegs_en_5.1.0_3.0_1692378985073.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_PDFSegs|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PatentSBERTa_V2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PatentSBERTa_V2_en.md
new file mode 100644
index 00000000000000..f9d4fca88cea02
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PatentSBERTa_V2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_PatentSBERTa_V2 TFMPNetModel from AAUBS
+author: John Snow Labs
+name: mpnet_embedding_PatentSBERTa_V2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_PatentSBERTa_V2` is a English model originally trained by AAUBS.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_PatentSBERTa_V2_en_5.1.0_3.0_1692380355761.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_PatentSBERTa_V2_en_5.1.0_3.0_1692380355761.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_PatentSBERTa_V2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PatentSBERTa_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PatentSBERTa_en.md
new file mode 100644
index 00000000000000..070692a5b3a101
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_PatentSBERTa_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_PatentSBERTa TFMPNetModel from AI-Growth-Lab
+author: John Snow Labs
+name: mpnet_embedding_PatentSBERTa
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_PatentSBERTa` is a English model originally trained by AI-Growth-Lab.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_PatentSBERTa_en_5.1.0_3.0_1692375218186.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_PatentSBERTa_en_5.1.0_3.0_1692375218186.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_PatentSBERTa|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_Sentiment140_fewshot_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_Sentiment140_fewshot_en.md
new file mode 100644
index 00000000000000..6dae79cd0c75f3
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_Sentiment140_fewshot_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_Sentiment140_fewshot TFMPNetModel from pig4431
+author: John Snow Labs
+name: mpnet_embedding_Sentiment140_fewshot
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_Sentiment140_fewshot` is a English model originally trained by pig4431.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_Sentiment140_fewshot_en_5.1.0_3.0_1692378771805.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_Sentiment140_fewshot_en_5.1.0_3.0_1692378771805.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_Sentiment140_fewshot|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_SetFit_all_data_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_SetFit_all_data_en.md
new file mode 100644
index 00000000000000..4d2f95602e7881
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_SetFit_all_data_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_SetFit_all_data TFMPNetModel from scaperex
+author: John Snow Labs
+name: mpnet_embedding_SetFit_all_data
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_SetFit_all_data` is a English model originally trained by scaperex.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_SetFit_all_data_en_5.1.0_3.0_1692380518236.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_SetFit_all_data_en_5.1.0_3.0_1692380518236.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_SetFit_all_data|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_Setfit_few_shot_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_Setfit_few_shot_classifier_en.md
new file mode 100644
index 00000000000000..a5136966704ae5
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_Setfit_few_shot_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_Setfit_few_shot_classifier TFMPNetModel from Kuaaangwen
+author: John Snow Labs
+name: mpnet_embedding_Setfit_few_shot_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_Setfit_few_shot_classifier` is a English model originally trained by Kuaaangwen.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_Setfit_few_shot_classifier_en_5.1.0_3.0_1692375392849.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_Setfit_few_shot_classifier_en_5.1.0_3.0_1692375392849.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_Setfit_few_shot_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_abstract_sim_query_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_abstract_sim_query_en.md
new file mode 100644
index 00000000000000..02fddd33189f45
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_abstract_sim_query_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_abstract_sim_query TFMPNetModel from biu-nlp
+author: John Snow Labs
+name: mpnet_embedding_abstract_sim_query
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_abstract_sim_query` is a English model originally trained by biu-nlp.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_abstract_sim_query_en_5.1.0_3.0_1692378373665.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_abstract_sim_query_en_5.1.0_3.0_1692378373665.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_abstract_sim_query|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.5 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_abstract_sim_sentence_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_abstract_sim_sentence_en.md
new file mode 100644
index 00000000000000..7a6ef57f054364
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_abstract_sim_sentence_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_abstract_sim_sentence TFMPNetModel from biu-nlp
+author: John Snow Labs
+name: mpnet_embedding_abstract_sim_sentence
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_abstract_sim_sentence` is a English model originally trained by biu-nlp.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_abstract_sim_sentence_en_5.1.0_3.0_1692378160891.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_abstract_sim_sentence_en_5.1.0_3.0_1692378160891.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_abstract_sim_sentence|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.5 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_action_policy_plans_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_action_policy_plans_classifier_en.md
new file mode 100644
index 00000000000000..0287ba11282f9e
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_action_policy_plans_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_action_policy_plans_classifier TFMPNetModel from ppsingh
+author: John Snow Labs
+name: mpnet_embedding_action_policy_plans_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_action_policy_plans_classifier` is a English model originally trained by ppsingh.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_action_policy_plans_classifier_en_5.1.0_3.0_1692375624301.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_action_policy_plans_classifier_en_5.1.0_3.0_1692375624301.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_action_policy_plans_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_datasets_v3_mpnet_base_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_datasets_v3_mpnet_base_en.md
new file mode 100644
index 00000000000000..5f6b39f47d10cd
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_datasets_v3_mpnet_base_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_datasets_v3_mpnet_base TFMPNetModel from flax-sentence-embeddings
+author: John Snow Labs
+name: mpnet_embedding_all_datasets_v3_mpnet_base
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_datasets_v3_mpnet_base` is a English model originally trained by flax-sentence-embeddings.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_datasets_v3_mpnet_base_en_5.1.0_3.0_1692375660568.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_datasets_v3_mpnet_base_en_5.1.0_3.0_1692375660568.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_datasets_v3_mpnet_base|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_datasets_v4_mpnet_base_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_datasets_v4_mpnet_base_en.md
new file mode 100644
index 00000000000000..18f330d36d731a
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_datasets_v4_mpnet_base_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_datasets_v4_mpnet_base TFMPNetModel from flax-sentence-embeddings
+author: John Snow Labs
+name: mpnet_embedding_all_datasets_v4_mpnet_base
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_datasets_v4_mpnet_base` is a English model originally trained by flax-sentence-embeddings.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_datasets_v4_mpnet_base_en_5.1.0_3.0_1692375835999.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_datasets_v4_mpnet_base_en_5.1.0_3.0_1692375835999.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_datasets_v4_mpnet_base|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v1_en.md
new file mode 100644
index 00000000000000..891a88263da98e
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v1 TFMPNetModel from sentence-transformers
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v1` is a English model originally trained by sentence-transformers.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v1_en_5.1.0_3.0_1692377622026.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v1_en_5.1.0_3.0_1692377622026.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_embedding_all_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_embedding_all_en.md
new file mode 100644
index 00000000000000..a0ca15be2a9423
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_embedding_all_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v2_embedding_all TFMPNetModel from LLukas22
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v2_embedding_all
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v2_embedding_all` is a English model originally trained by LLukas22.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_embedding_all_en_5.1.0_3.0_1692375164501.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_embedding_all_en_5.1.0_3.0_1692375164501.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v2_embedding_all|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_feature_extraction_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_feature_extraction_en.md
new file mode 100644
index 00000000000000..80204a205b4e8b
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_feature_extraction_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v2_feature_extraction TFMPNetModel from guidecare
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v2_feature_extraction
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v2_feature_extraction` is a English model originally trained by guidecare.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_feature_extraction_en_5.1.0_3.0_1692380529046.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_feature_extraction_en_5.1.0_3.0_1692380529046.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v2_feature_extraction|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline_en.md
new file mode 100644
index 00000000000000..bf081c166bb3db
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline TFMPNetModel from questgen
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline` is a English model originally trained by questgen.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline_en_5.1.0_3.0_1692379801719.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline_en_5.1.0_3.0_1692379801719.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v2_feature_extraction_pipeline|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_finetuned_v2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_finetuned_v2_en.md
new file mode 100644
index 00000000000000..465721618eee23
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_finetuned_v2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v2_finetuned_v2 TFMPNetModel from Humair
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v2_finetuned_v2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v2_finetuned_v2` is a English model originally trained by Humair.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_finetuned_v2_en_5.1.0_3.0_1692375397544.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_finetuned_v2_en_5.1.0_3.0_1692375397544.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v2_finetuned_v2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_for_sb_clustering_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_for_sb_clustering_en.md
new file mode 100644
index 00000000000000..2c6860f4fe7452
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_for_sb_clustering_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v2_for_sb_clustering TFMPNetModel from Thabet
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v2_for_sb_clustering
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v2_for_sb_clustering` is a English model originally trained by Thabet.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_for_sb_clustering_en_5.1.0_3.0_1692380236972.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_for_sb_clustering_en_5.1.0_3.0_1692380236972.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v2_for_sb_clustering|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_ftlegal_v3_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_ftlegal_v3_en.md
new file mode 100644
index 00000000000000..76e076e96782cc
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_ftlegal_v3_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v2_ftlegal_v3 TFMPNetModel from sukantan
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v2_ftlegal_v3
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v2_ftlegal_v3` is a English model originally trained by sukantan.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_ftlegal_v3_en_5.1.0_3.0_1692377160570.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_ftlegal_v3_en_5.1.0_3.0_1692377160570.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v2_ftlegal_v3|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_table_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_table_en.md
new file mode 100644
index 00000000000000..d557a3e88e9205
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_table_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v2_table TFMPNetModel from deepset
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v2_table
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v2_table` is a English model originally trained by deepset.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_table_en_5.1.0_3.0_1692379618976.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_table_en_5.1.0_3.0_1692379618976.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v2_table|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_tasky_classification_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_tasky_classification_en.md
new file mode 100644
index 00000000000000..6462f5deaec345
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_all_mpnet_base_v2_tasky_classification_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_all_mpnet_base_v2_tasky_classification TFMPNetModel from khalidalt
+author: John Snow Labs
+name: mpnet_embedding_all_mpnet_base_v2_tasky_classification
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_all_mpnet_base_v2_tasky_classification` is a English model originally trained by khalidalt.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_tasky_classification_en_5.1.0_3.0_1692379990317.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_all_mpnet_base_v2_tasky_classification_en_5.1.0_3.0_1692379990317.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_all_mpnet_base_v2_tasky_classification|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR_fr.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR_fr.md
new file mode 100644
index 00000000000000..7fc42dea86c473
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR_fr.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: French mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR TFMPNetModel from antoinelouis
+author: John Snow Labs
+name: mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR
+date: 2023-08-18
+tags: [mpnet, fr, open_source, tensorflow]
+task: Embeddings
+language: fr
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR` is a French model originally trained by antoinelouis.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR_fr_5.1.0_3.0_1692379200090.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR_fr_5.1.0_3.0_1692379200090.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_biencoder_all_mpnet_base_v2_mmarcoFR|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|fr|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR_fr.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR_fr.md
new file mode 100644
index 00000000000000..e477d499a0aa32
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR_fr.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: French mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR TFMPNetModel from antoinelouis
+author: John Snow Labs
+name: mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR
+date: 2023-08-18
+tags: [mpnet, fr, open_source, tensorflow]
+task: Embeddings
+language: fr
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR` is a French model originally trained by antoinelouis.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR_fr_5.1.0_3.0_1692379417337.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR_fr_5.1.0_3.0_1692379417337.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_biencoder_multi_qa_mpnet_base_cos_v1_mmarcoFR|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|fr|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_contradiction_psb_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_contradiction_psb_en.md
new file mode 100644
index 00000000000000..bccef97f878860
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_contradiction_psb_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_contradiction_psb TFMPNetModel from nategro
+author: John Snow Labs
+name: mpnet_embedding_contradiction_psb
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_contradiction_psb` is a English model originally trained by nategro.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_contradiction_psb_en_5.1.0_3.0_1692376734761.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_contradiction_psb_en_5.1.0_3.0_1692376734761.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_contradiction_psb|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.1 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_contradiction_psb_lds_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_contradiction_psb_lds_en.md
new file mode 100644
index 00000000000000..e7e7b02497623b
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_contradiction_psb_lds_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_contradiction_psb_lds TFMPNetModel from nategro
+author: John Snow Labs
+name: mpnet_embedding_contradiction_psb_lds
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_contradiction_psb_lds` is a English model originally trained by nategro.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_contradiction_psb_lds_en_5.1.0_3.0_1692376358959.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_contradiction_psb_lds_en_5.1.0_3.0_1692376358959.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_contradiction_psb_lds|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.1 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_covid_qa_mpnet_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_covid_qa_mpnet_en.md
new file mode 100644
index 00000000000000..99a354419a1a37
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_covid_qa_mpnet_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_covid_qa_mpnet TFMPNetModel from shaina
+author: John Snow Labs
+name: mpnet_embedding_covid_qa_mpnet
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_covid_qa_mpnet` is a English model originally trained by shaina.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_covid_qa_mpnet_en_5.1.0_3.0_1692378777451.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_covid_qa_mpnet_en_5.1.0_3.0_1692378777451.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_covid_qa_mpnet|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|402.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average_en.md
new file mode 100644
index 00000000000000..cb67773aa568f7
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average TFMPNetModel from teven
+author: John Snow Labs
+name: mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average` is a English model originally trained by teven.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average_en_5.1.0_3.0_1692375601480.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average_en_5.1.0_3.0_1692375601480.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_cross_all_mpnet_base_v2_finetuned_WebNLG2020_metric_average|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_eshop_21_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_eshop_21_en.md
new file mode 100644
index 00000000000000..e083fc0f2013b3
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_eshop_21_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_due_eshop_21 TFMPNetModel from konverner
+author: John Snow Labs
+name: mpnet_embedding_due_eshop_21
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_due_eshop_21` is a English model originally trained by konverner.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_due_eshop_21_en_5.1.0_3.0_1692376954136.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_due_eshop_21_en_5.1.0_3.0_1692376954136.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_due_eshop_21|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_eshop_21_multilabel_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_eshop_21_multilabel_en.md
new file mode 100644
index 00000000000000..4958a984a85246
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_eshop_21_multilabel_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_due_eshop_21_multilabel TFMPNetModel from konverner
+author: John Snow Labs
+name: mpnet_embedding_due_eshop_21_multilabel
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_due_eshop_21_multilabel` is a English model originally trained by konverner.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_due_eshop_21_multilabel_en_5.1.0_3.0_1692378545704.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_due_eshop_21_multilabel_en_5.1.0_3.0_1692378545704.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_due_eshop_21_multilabel|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_retail_25_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_retail_25_en.md
new file mode 100644
index 00000000000000..9a2a763086bb5f
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_due_retail_25_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_due_retail_25 TFMPNetModel from konverner
+author: John Snow Labs
+name: mpnet_embedding_due_retail_25
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_due_retail_25` is a English model originally trained by konverner.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_due_retail_25_en_5.1.0_3.0_1692377165556.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_due_retail_25_en_5.1.0_3.0_1692377165556.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_due_retail_25|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ecolo_pas_ecolo_v0.1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ecolo_pas_ecolo_v0.1_en.md
new file mode 100644
index 00000000000000..764601fa7edb81
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ecolo_pas_ecolo_v0.1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_ecolo_pas_ecolo_v0.1 TFMPNetModel from eclaircies
+author: John Snow Labs
+name: mpnet_embedding_ecolo_pas_ecolo_v0.1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_ecolo_pas_ecolo_v0.1` is a English model originally trained by eclaircies.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ecolo_pas_ecolo_v0.1_en_5.1.0_3.0_1692375351351.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ecolo_pas_ecolo_v0.1_en_5.1.0_3.0_1692375351351.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_ecolo_pas_ecolo_v0.1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_esci_jp_mpnet_crossencoder_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_esci_jp_mpnet_crossencoder_en.md
new file mode 100644
index 00000000000000..a7d130c9112a1c
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_esci_jp_mpnet_crossencoder_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_esci_jp_mpnet_crossencoder TFMPNetModel from spacemanidol
+author: John Snow Labs
+name: mpnet_embedding_esci_jp_mpnet_crossencoder
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_esci_jp_mpnet_crossencoder` is a English model originally trained by spacemanidol.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_esci_jp_mpnet_crossencoder_en_5.1.0_3.0_1692380712380.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_esci_jp_mpnet_crossencoder_en_5.1.0_3.0_1692380712380.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_esci_jp_mpnet_crossencoder|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_eth_setfit_payment_model_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_eth_setfit_payment_model_en.md
new file mode 100644
index 00000000000000..9b60461052880d
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_eth_setfit_payment_model_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_eth_setfit_payment_model TFMPNetModel from kainxwang
+author: John Snow Labs
+name: mpnet_embedding_eth_setfit_payment_model
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_eth_setfit_payment_model` is a English model originally trained by kainxwang.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_eth_setfit_payment_model_en_5.1.0_3.0_1692380076037.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_eth_setfit_payment_model_en_5.1.0_3.0_1692380076037.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_eth_setfit_payment_model|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_fail_detect_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_fail_detect_en.md
new file mode 100644
index 00000000000000..6040e046ce6d0d
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_fail_detect_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_fail_detect TFMPNetModel from Ngit
+author: John Snow Labs
+name: mpnet_embedding_fail_detect
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_fail_detect` is a English model originally trained by Ngit.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_fail_detect_en_5.1.0_3.0_1692379164436.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_fail_detect_en_5.1.0_3.0_1692379164436.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_fail_detect|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_few_shot_model_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_few_shot_model_en.md
new file mode 100644
index 00000000000000..e7e7fd4bc3e539
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_few_shot_model_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_few_shot_model TFMPNetModel from jessietextstan
+author: John Snow Labs
+name: mpnet_embedding_few_shot_model
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_few_shot_model` is a English model originally trained by jessietextstan.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_few_shot_model_en_5.1.0_3.0_1692380439322.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_few_shot_model_en_5.1.0_3.0_1692380439322.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_few_shot_model|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.1 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_finetunned_sbert_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_finetunned_sbert_en.md
new file mode 100644
index 00000000000000..af3135e5d9c8a2
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_finetunned_sbert_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_finetunned_sbert TFMPNetModel from Kick28
+author: John Snow Labs
+name: mpnet_embedding_finetunned_sbert
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_finetunned_sbert` is a English model originally trained by Kick28.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_finetunned_sbert_en_5.1.0_3.0_1692380631621.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_finetunned_sbert_en_5.1.0_3.0_1692380631621.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_finetunned_sbert|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_github_issues_mpnet_st_e10_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_github_issues_mpnet_st_e10_en.md
new file mode 100644
index 00000000000000..9326717aa52c89
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_github_issues_mpnet_st_e10_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_github_issues_mpnet_st_e10 TFMPNetModel from Collab-uniba
+author: John Snow Labs
+name: mpnet_embedding_github_issues_mpnet_st_e10
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_github_issues_mpnet_st_e10` is a English model originally trained by Collab-uniba.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_github_issues_mpnet_st_e10_en_5.1.0_3.0_1692376620750.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_github_issues_mpnet_st_e10_en_5.1.0_3.0_1692376620750.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_github_issues_mpnet_st_e10|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_github_issues_preprocessed_mpnet_st_e10_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_github_issues_preprocessed_mpnet_st_e10_en.md
new file mode 100644
index 00000000000000..dd0307f194cdff
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_github_issues_preprocessed_mpnet_st_e10_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_github_issues_preprocessed_mpnet_st_e10 TFMPNetModel from Collab-uniba
+author: John Snow Labs
+name: mpnet_embedding_github_issues_preprocessed_mpnet_st_e10
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_github_issues_preprocessed_mpnet_st_e10` is a English model originally trained by Collab-uniba.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_github_issues_preprocessed_mpnet_st_e10_en_5.1.0_3.0_1692378367005.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_github_issues_preprocessed_mpnet_st_e10_en_5.1.0_3.0_1692378367005.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_github_issues_preprocessed_mpnet_st_e10|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ikitracs_conditional_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ikitracs_conditional_en.md
new file mode 100644
index 00000000000000..9a88a28d497222
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ikitracs_conditional_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_ikitracs_conditional TFMPNetModel from ilaria-oneofftech
+author: John Snow Labs
+name: mpnet_embedding_ikitracs_conditional
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_ikitracs_conditional` is a English model originally trained by ilaria-oneofftech.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ikitracs_conditional_en_5.1.0_3.0_1692376423487.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ikitracs_conditional_en_5.1.0_3.0_1692376423487.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_ikitracs_conditional|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ikitracs_mitigation_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ikitracs_mitigation_en.md
new file mode 100644
index 00000000000000..2fe54cca2c1b46
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ikitracs_mitigation_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_ikitracs_mitigation TFMPNetModel from ilaria-oneofftech
+author: John Snow Labs
+name: mpnet_embedding_ikitracs_mitigation
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_ikitracs_mitigation` is a English model originally trained by ilaria-oneofftech.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ikitracs_mitigation_en_5.1.0_3.0_1692379836311.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ikitracs_mitigation_en_5.1.0_3.0_1692379836311.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_ikitracs_mitigation|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_initial_model_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_initial_model_en.md
new file mode 100644
index 00000000000000..4664c712ad782e
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_initial_model_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_initial_model TFMPNetModel from ishan
+author: John Snow Labs
+name: mpnet_embedding_initial_model
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_initial_model` is a English model originally trained by ishan.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_initial_model_en_5.1.0_3.0_1692378787120.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_initial_model_en_5.1.0_3.0_1692378787120.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_initial_model|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_initial_model_v3_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_initial_model_v3_en.md
new file mode 100644
index 00000000000000..f171a65e56c7c1
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_initial_model_v3_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_initial_model_v3 TFMPNetModel from ishan
+author: John Snow Labs
+name: mpnet_embedding_initial_model_v3
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_initial_model_v3` is a English model originally trained by ishan.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_initial_model_v3_en_5.1.0_3.0_1692378725094.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_initial_model_v3_en_5.1.0_3.0_1692378725094.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_initial_model_v3|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_deprecation_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_deprecation_classifier_en.md
new file mode 100644
index 00000000000000..935bccbccd1285
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_deprecation_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_java_deprecation_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_java_deprecation_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_java_deprecation_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_deprecation_classifier_en_5.1.0_3.0_1692377248542.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_deprecation_classifier_en_5.1.0_3.0_1692377248542.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_java_deprecation_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_expand_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_expand_classifier_en.md
new file mode 100644
index 00000000000000..377df7c2b7e566
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_expand_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_java_expand_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_java_expand_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_java_expand_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_expand_classifier_en_5.1.0_3.0_1692378008915.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_expand_classifier_en_5.1.0_3.0_1692378008915.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_java_expand_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_ownership_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_ownership_classifier_en.md
new file mode 100644
index 00000000000000..30aa3bf0c2ef74
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_ownership_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_java_ownership_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_java_ownership_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_java_ownership_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_ownership_classifier_en_5.1.0_3.0_1692379581982.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_ownership_classifier_en_5.1.0_3.0_1692379581982.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_java_ownership_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_pointer_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_pointer_classifier_en.md
new file mode 100644
index 00000000000000..74e9f64acdd757
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_pointer_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_java_pointer_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_java_pointer_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_java_pointer_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_pointer_classifier_en_5.1.0_3.0_1692377625982.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_pointer_classifier_en_5.1.0_3.0_1692377625982.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_java_pointer_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_rational_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_rational_classifier_en.md
new file mode 100644
index 00000000000000..7bc4b726b21720
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_rational_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_java_rational_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_java_rational_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_java_rational_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_rational_classifier_en_5.1.0_3.0_1692378803769.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_rational_classifier_en_5.1.0_3.0_1692378803769.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_java_rational_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_summary_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_summary_classifier_en.md
new file mode 100644
index 00000000000000..e29e8ec4811483
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_summary_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_java_summary_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_java_summary_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_java_summary_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_summary_classifier_en_5.1.0_3.0_1692377436133.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_summary_classifier_en_5.1.0_3.0_1692377436133.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_java_summary_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_usage_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_usage_classifier_en.md
new file mode 100644
index 00000000000000..c9c83299840f67
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_java_usage_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_java_usage_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_java_usage_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_java_usage_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_usage_classifier_en_5.1.0_3.0_1692377814202.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_java_usage_classifier_en_5.1.0_3.0_1692377814202.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_java_usage_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_keyphrase_mpnet_v1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_keyphrase_mpnet_v1_en.md
new file mode 100644
index 00000000000000..fbc3401b41f28d
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_keyphrase_mpnet_v1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_keyphrase_mpnet_v1 TFMPNetModel from uclanlp
+author: John Snow Labs
+name: mpnet_embedding_keyphrase_mpnet_v1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_keyphrase_mpnet_v1` is a English model originally trained by uclanlp.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_keyphrase_mpnet_v1_en_5.1.0_3.0_1692377753915.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_keyphrase_mpnet_v1_en_5.1.0_3.0_1692377753915.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_keyphrase_mpnet_v1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_kw_classification_setfit_model_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_kw_classification_setfit_model_en.md
new file mode 100644
index 00000000000000..65cef5eb694cf5
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_kw_classification_setfit_model_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_kw_classification_setfit_model TFMPNetModel from gyuri2020
+author: John Snow Labs
+name: mpnet_embedding_kw_classification_setfit_model
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_kw_classification_setfit_model` is a English model originally trained by gyuri2020.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_kw_classification_setfit_model_en_5.1.0_3.0_1692379109726.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_kw_classification_setfit_model_en_5.1.0_3.0_1692379109726.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_kw_classification_setfit_model|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_kw_classification_setfithead_model_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_kw_classification_setfithead_model_en.md
new file mode 100644
index 00000000000000..a28f3cc26cf82f
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_kw_classification_setfithead_model_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_kw_classification_setfithead_model TFMPNetModel from gyuri2020
+author: John Snow Labs
+name: mpnet_embedding_kw_classification_setfithead_model
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_kw_classification_setfithead_model` is a English model originally trained by gyuri2020.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_kw_classification_setfithead_model_en_5.1.0_3.0_1692379488047.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_kw_classification_setfithead_model_en_5.1.0_3.0_1692379488047.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_kw_classification_setfithead_model|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_labels_per_job_title_fine_tune_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_labels_per_job_title_fine_tune_en.md
new file mode 100644
index 00000000000000..ea158a4635d45a
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_labels_per_job_title_fine_tune_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_labels_per_job_title_fine_tune TFMPNetModel from marianodo
+author: John Snow Labs
+name: mpnet_embedding_labels_per_job_title_fine_tune
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_labels_per_job_title_fine_tune` is a English model originally trained by marianodo.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_labels_per_job_title_fine_tune_en_5.1.0_3.0_1692377349908.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_labels_per_job_title_fine_tune_en_5.1.0_3.0_1692377349908.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_labels_per_job_title_fine_tune|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_adaptation_mitigation_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_adaptation_mitigation_classifier_en.md
new file mode 100644
index 00000000000000..a45b85dd2423ef
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_adaptation_mitigation_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_adaptation_mitigation_classifier TFMPNetModel from ppsingh
+author: John Snow Labs
+name: mpnet_embedding_mpnet_adaptation_mitigation_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_adaptation_mitigation_classifier` is a English model originally trained by ppsingh.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_adaptation_mitigation_classifier_en_5.1.0_3.0_1692376773609.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_adaptation_mitigation_classifier_en_5.1.0_3.0_1692376773609.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_adaptation_mitigation_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_articles_ner_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_articles_ner_en.md
new file mode 100644
index 00000000000000..7804f757513786
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_articles_ner_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_base_articles_ner TFMPNetModel from evangeliazve
+author: John Snow Labs
+name: mpnet_embedding_mpnet_base_articles_ner
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_base_articles_ner` is a English model originally trained by evangeliazve.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_base_articles_ner_en_5.1.0_3.0_1692378970812.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_base_articles_ner_en_5.1.0_3.0_1692378970812.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_base_articles_ner|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|385.7 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_en.md
new file mode 100644
index 00000000000000..e36992b8d74edd
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_base TFMPNetModel from microsoft
+author: John Snow Labs
+name: mpnet_embedding_mpnet_base
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_base` is a English model originally trained by microsoft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_base_en_5.1.0_3.0_1692377047526.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_base_en_5.1.0_3.0_1692377047526.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_base|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|264.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_snli_mnli_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_snli_mnli_en.md
new file mode 100644
index 00000000000000..a85dd22290550b
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_base_snli_mnli_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_base_snli_mnli TFMPNetModel from symanto
+author: John Snow Labs
+name: mpnet_embedding_mpnet_base_snli_mnli
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_base_snli_mnli` is a English model originally trained by symanto.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_base_snli_mnli_en_5.1.0_3.0_1692378970961.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_base_snli_mnli_en_5.1.0_3.0_1692378970961.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_base_snli_mnli|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|407.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_mnr_v2_fine_tuned_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_mnr_v2_fine_tuned_en.md
new file mode 100644
index 00000000000000..0292e2bfd78e0b
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_mnr_v2_fine_tuned_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_mnr_v2_fine_tuned TFMPNetModel from BlazingFringe
+author: John Snow Labs
+name: mpnet_embedding_mpnet_mnr_v2_fine_tuned
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_mnr_v2_fine_tuned` is a English model originally trained by BlazingFringe.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_mnr_v2_fine_tuned_en_5.1.0_3.0_1692379624059.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_mnr_v2_fine_tuned_en_5.1.0_3.0_1692379624059.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_mnr_v2_fine_tuned|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.1 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_multilabel_sector_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_multilabel_sector_classifier_en.md
new file mode 100644
index 00000000000000..cbba07db508f41
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_multilabel_sector_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_multilabel_sector_classifier TFMPNetModel from ppsingh
+author: John Snow Labs
+name: mpnet_embedding_mpnet_multilabel_sector_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_multilabel_sector_classifier` is a English model originally trained by ppsingh.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_multilabel_sector_classifier_en_5.1.0_3.0_1692380031162.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_multilabel_sector_classifier_en_5.1.0_3.0_1692380031162.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_multilabel_sector_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_nli_sts_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_nli_sts_en.md
new file mode 100644
index 00000000000000..3bd76a40198054
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_nli_sts_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_nli_sts TFMPNetModel from jamescalam
+author: John Snow Labs
+name: mpnet_embedding_mpnet_nli_sts
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_nli_sts` is a English model originally trained by jamescalam.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_nli_sts_en_5.1.0_3.0_1692375971185.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_nli_sts_en_5.1.0_3.0_1692375971185.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_nli_sts|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|402.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_retriever_squad2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_retriever_squad2_en.md
new file mode 100644
index 00000000000000..0f10150d16b34d
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_retriever_squad2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_retriever_squad2 TFMPNetModel from pinecone
+author: John Snow Labs
+name: mpnet_embedding_mpnet_retriever_squad2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_retriever_squad2` is a English model originally trained by pinecone.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_retriever_squad2_en_5.1.0_3.0_1692377425348.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_retriever_squad2_en_5.1.0_3.0_1692377425348.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_retriever_squad2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_snli_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_snli_en.md
new file mode 100644
index 00000000000000..e3ffc25679bde7
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_snli_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_snli TFMPNetModel from jamescalam
+author: John Snow Labs
+name: mpnet_embedding_mpnet_snli
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_snli` is a English model originally trained by jamescalam.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_snli_en_5.1.0_3.0_1692375412994.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_snli_en_5.1.0_3.0_1692375412994.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_snli|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|399.4 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_snli_negatives_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_snli_negatives_en.md
new file mode 100644
index 00000000000000..38434753e80c99
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_mpnet_snli_negatives_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_mpnet_snli_negatives TFMPNetModel from jamescalam
+author: John Snow Labs
+name: mpnet_embedding_mpnet_snli_negatives
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_mpnet_snli_negatives` is a English model originally trained by jamescalam.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_snli_negatives_en_5.1.0_3.0_1692375780359.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_mpnet_snli_negatives_en_5.1.0_3.0_1692375780359.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_mpnet_snli_negatives|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|401.1 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A_en.md
new file mode 100644
index 00000000000000..4125d55cb5e7b3
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A TFMPNetModel from flax-sentence-embeddings
+author: John Snow Labs
+name: mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A` is a English model originally trained by flax-sentence-embeddings.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A_en_5.1.0_3.0_1692376012864.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A_en_5.1.0_3.0_1692376012864.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_multi_QA_v1_mpnet_asymmetric_A|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q_en.md
new file mode 100644
index 00000000000000..97983765fa4b09
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q TFMPNetModel from flax-sentence-embeddings
+author: John Snow Labs
+name: mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q` is a English model originally trained by flax-sentence-embeddings.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q_en_5.1.0_3.0_1692376212995.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q_en_5.1.0_3.0_1692376212995.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_multi_QA_v1_mpnet_asymmetric_Q|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_cos_v1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_cos_v1_en.md
new file mode 100644
index 00000000000000..0fef444dd2bc79
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_cos_v1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_multi_qa_mpnet_base_cos_v1 TFMPNetModel from navteca
+author: John Snow Labs
+name: mpnet_embedding_multi_qa_mpnet_base_cos_v1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_multi_qa_mpnet_base_cos_v1` is a English model originally trained by navteca.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_mpnet_base_cos_v1_en_5.1.0_3.0_1692377234842.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_mpnet_base_cos_v1_en_5.1.0_3.0_1692377234842.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_multi_qa_mpnet_base_cos_v1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass_en.md
new file mode 100644
index 00000000000000..695ca8c2aefc6e
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass TFMPNetModel from JoBeer
+author: John Snow Labs
+name: mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass` is a English model originally trained by JoBeer.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass_en_5.1.0_3.0_1692375204024.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass_en_5.1.0_3.0_1692375204024.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_multi_qa_mpnet_base_dot_v1_eclass|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_en.md
new file mode 100644
index 00000000000000..c4ff822ac63084
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_multi_qa_mpnet_base_dot_v1 TFMPNetModel from sentence-transformers
+author: John Snow Labs
+name: mpnet_embedding_multi_qa_mpnet_base_dot_v1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_multi_qa_mpnet_base_dot_v1` is a English model originally trained by sentence-transformers.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_mpnet_base_dot_v1_en_5.1.0_3.0_1692377809432.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_mpnet_base_dot_v1_en_5.1.0_3.0_1692377809432.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_multi_qa_mpnet_base_dot_v1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune_en.md
new file mode 100644
index 00000000000000..3af998f5f8239d
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune TFMPNetModel from oliviamga2
+author: John Snow Labs
+name: mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune` is a English model originally trained by oliviamga2.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune_en_5.1.0_3.0_1692376503346.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune_en_5.1.0_3.0_1692376503346.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_multi_qa_mpnet_base_dot_v1_legal_finetune|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_v1_mpnet_cls_dot_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_v1_mpnet_cls_dot_en.md
new file mode 100644
index 00000000000000..3b9b76913b6c0c
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_multi_qa_v1_mpnet_cls_dot_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_multi_qa_v1_mpnet_cls_dot TFMPNetModel from flax-sentence-embeddings
+author: John Snow Labs
+name: mpnet_embedding_multi_qa_v1_mpnet_cls_dot
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_multi_qa_v1_mpnet_cls_dot` is a English model originally trained by flax-sentence-embeddings.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_v1_mpnet_cls_dot_en_5.1.0_3.0_1692376421210.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_multi_qa_v1_mpnet_cls_dot_en_5.1.0_3.0_1692376421210.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_multi_qa_v1_mpnet_cls_dot|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_my_awesome_setfit_model_98_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_my_awesome_setfit_model_98_en.md
new file mode 100644
index 00000000000000..7960690d037bc6
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_my_awesome_setfit_model_98_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_my_awesome_setfit_model_98 TFMPNetModel from lewtun
+author: John Snow Labs
+name: mpnet_embedding_my_awesome_setfit_model_98
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_my_awesome_setfit_model_98` is a English model originally trained by lewtun.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_my_awesome_setfit_model_98_en_5.1.0_3.0_1692377344662.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_my_awesome_setfit_model_98_en_5.1.0_3.0_1692377344662.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_negation_categories_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|es|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nli_mpnet_base_v2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nli_mpnet_base_v2_en.md
new file mode 100644
index 00000000000000..2fa2384a26ea39
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nli_mpnet_base_v2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_nli_mpnet_base_v2 TFMPNetModel from sentence-transformers
+author: John Snow Labs
+name: mpnet_embedding_nli_mpnet_base_v2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_nli_mpnet_base_v2` is a English model originally trained by sentence-transformers.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_nli_mpnet_base_v2_en_5.1.0_3.0_1692377999396.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_nli_mpnet_base_v2_en_5.1.0_3.0_1692377999396.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_nli_mpnet_base_v2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|408.5 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nooks_amd_detection_realtime_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nooks_amd_detection_realtime_en.md
new file mode 100644
index 00000000000000..e025c59600e3ae
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nooks_amd_detection_realtime_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_nooks_amd_detection_realtime TFMPNetModel from nikcheerla
+author: John Snow Labs
+name: mpnet_embedding_nooks_amd_detection_realtime
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_nooks_amd_detection_realtime` is a English model originally trained by nikcheerla.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_nooks_amd_detection_realtime_en_5.1.0_3.0_1692375770246.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_nooks_amd_detection_realtime_en_5.1.0_3.0_1692375770246.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_nooks_amd_detection_realtime|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nooks_amd_detection_v2_full_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nooks_amd_detection_v2_full_en.md
new file mode 100644
index 00000000000000..dff60b46f15b81
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nooks_amd_detection_v2_full_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_nooks_amd_detection_v2_full TFMPNetModel from nikcheerla
+author: John Snow Labs
+name: mpnet_embedding_nooks_amd_detection_v2_full
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_nooks_amd_detection_v2_full` is a English model originally trained by nikcheerla.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_nooks_amd_detection_v2_full_en_5.1.0_3.0_1692375579854.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_nooks_amd_detection_v2_full_en_5.1.0_3.0_1692375579854.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_nooks_amd_detection_v2_full|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nps_psb_lds_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nps_psb_lds_en.md
new file mode 100644
index 00000000000000..aa69e1f8dfcf36
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_nps_psb_lds_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_nps_psb_lds TFMPNetModel from nategro
+author: John Snow Labs
+name: mpnet_embedding_nps_psb_lds
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_nps_psb_lds` is a English model originally trained by nategro.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_nps_psb_lds_en_5.1.0_3.0_1692376546159.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_nps_psb_lds_en_5.1.0_3.0_1692376546159.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_nps_psb_lds|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.1 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ouvrage_classif_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ouvrage_classif_en.md
new file mode 100644
index 00000000000000..f17a6564e9a9e8
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_ouvrage_classif_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_ouvrage_classif TFMPNetModel from TomPWM
+author: John Snow Labs
+name: mpnet_embedding_ouvrage_classif
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_ouvrage_classif` is a English model originally trained by TomPWM.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ouvrage_classif_en_5.1.0_3.0_1692376002579.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_ouvrage_classif_en_5.1.0_3.0_1692376002579.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_ouvrage_classif|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2_en.md
new file mode 100644
index 00000000000000..cf711e7af57488
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2 TFMPNetModel from moshew
+author: John Snow Labs
+name: mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2` is a English model originally trained by moshew.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2_en_5.1.0_3.0_1692379417527.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2_en_5.1.0_3.0_1692379417527.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_paraphrase_mpnet_base_v2_SetFit_sst2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_en.md
new file mode 100644
index 00000000000000..1dabd46f84cf5d
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_paraphrase_mpnet_base_v2 TFMPNetModel from sentence-transformers
+author: John Snow Labs
+name: mpnet_embedding_paraphrase_mpnet_base_v2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_paraphrase_mpnet_base_v2` is a English model originally trained by sentence-transformers.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_paraphrase_mpnet_base_v2_en_5.1.0_3.0_1692378194037.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_paraphrase_mpnet_base_v2_en_5.1.0_3.0_1692378194037.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_paraphrase_mpnet_base_v2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact_en.md
new file mode 100644
index 00000000000000..9b2bcf70c35b7e
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact TFMPNetModel from anuj55
+author: John Snow Labs
+name: mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact` is a English model originally trained by anuj55.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact_en_5.1.0_3.0_1692380188177.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact_en_5.1.0_3.0_1692380188177.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_paraphrase_mpnet_base_v2_finetuned_polifact|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher_en.md
new file mode 100644
index 00000000000000..a907840a8b3cc1
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher TFMPNetModel from shahrukhx01
+author: John Snow Labs
+name: mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher` is a English model originally trained by shahrukhx01.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher_en_5.1.0_3.0_1692378572822.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher_en_5.1.0_3.0_1692378572822.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_paraphrase_mpnet_base_v2_fuzzy_matcher|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_collaborators_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_collaborators_classifier_en.md
new file mode 100644
index 00000000000000..8165d870dd14df
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_collaborators_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_pharo_collaborators_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_pharo_collaborators_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_pharo_collaborators_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_pharo_collaborators_classifier_en_5.1.0_3.0_1692379408752.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_pharo_collaborators_classifier_en_5.1.0_3.0_1692379408752.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_pharo_collaborators_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_example_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_example_classifier_en.md
new file mode 100644
index 00000000000000..bd766092e29d48
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_example_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_pharo_example_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_pharo_example_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_pharo_example_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_pharo_example_classifier_en_5.1.0_3.0_1692379945273.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_pharo_example_classifier_en_5.1.0_3.0_1692379945273.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_pharo_example_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_keyimplementationpoints_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_keyimplementationpoints_classifier_en.md
new file mode 100644
index 00000000000000..562a9d4725c4b4
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_keyimplementationpoints_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_pharo_keyimplementationpoints_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_pharo_keyimplementationpoints_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_pharo_keyimplementationpoints_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_pharo_keyimplementationpoints_classifier_en_5.1.0_3.0_1692378611446.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_pharo_keyimplementationpoints_classifier_en_5.1.0_3.0_1692378611446.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_pharo_keyimplementationpoints_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_responsibilities_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_responsibilities_classifier_en.md
new file mode 100644
index 00000000000000..438cf2032d7ea4
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_pharo_responsibilities_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_pharo_responsibilities_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_pharo_responsibilities_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_pharo_responsibilities_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_pharo_responsibilities_classifier_en_5.1.0_3.0_1692380147031.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_pharo_responsibilities_classifier_en_5.1.0_3.0_1692380147031.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_pharo_responsibilities_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_developmentnotes_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_developmentnotes_classifier_en.md
new file mode 100644
index 00000000000000..26b9499d6f8e78
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_developmentnotes_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_python_developmentnotes_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_python_developmentnotes_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_python_developmentnotes_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_developmentnotes_classifier_en_5.1.0_3.0_1692378408726.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_developmentnotes_classifier_en_5.1.0_3.0_1692378408726.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_python_developmentnotes_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_expand_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_expand_classifier_en.md
new file mode 100644
index 00000000000000..f8cc83dd2a7bec
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_expand_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_python_expand_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_python_expand_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_python_expand_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_expand_classifier_en_5.1.0_3.0_1692379201526.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_expand_classifier_en_5.1.0_3.0_1692379201526.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_python_expand_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_parameters_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_parameters_classifier_en.md
new file mode 100644
index 00000000000000..be0de6ecbc3a87
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_parameters_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_python_parameters_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_python_parameters_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_python_parameters_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_parameters_classifier_en_5.1.0_3.0_1692379002867.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_parameters_classifier_en_5.1.0_3.0_1692379002867.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_python_parameters_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_summary_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_summary_classifier_en.md
new file mode 100644
index 00000000000000..593f49cd16d450
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_summary_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_python_summary_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_python_summary_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_python_summary_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_summary_classifier_en_5.1.0_3.0_1692378198075.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_summary_classifier_en_5.1.0_3.0_1692378198075.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_python_summary_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_usage_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_usage_classifier_en.md
new file mode 100644
index 00000000000000..204d72ddf8deb7
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_python_usage_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_python_usage_classifier TFMPNetModel from AISE-TUDelft
+author: John Snow Labs
+name: mpnet_embedding_python_usage_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_python_usage_classifier` is a English model originally trained by AISE-TUDelft.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_usage_classifier_en_5.1.0_3.0_1692379761686.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_python_usage_classifier_en_5.1.0_3.0_1692379761686.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_python_usage_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_reddit_single_context_mpnet_base_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_reddit_single_context_mpnet_base_en.md
new file mode 100644
index 00000000000000..855c12b30641ce
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_reddit_single_context_mpnet_base_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_reddit_single_context_mpnet_base TFMPNetModel from flax-sentence-embeddings
+author: John Snow Labs
+name: mpnet_embedding_reddit_single_context_mpnet_base
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_reddit_single_context_mpnet_base` is a English model originally trained by flax-sentence-embeddings.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_reddit_single_context_mpnet_base_en_5.1.0_3.0_1692376625049.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_reddit_single_context_mpnet_base_en_5.1.0_3.0_1692376625049.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_reddit_single_context_mpnet_base|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.5 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_retriever_coding_guru_adapted_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_retriever_coding_guru_adapted_en.md
new file mode 100644
index 00000000000000..89c4d76b6d7c89
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_retriever_coding_guru_adapted_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_retriever_coding_guru_adapted TFMPNetModel from AlekseyKorshuk
+author: John Snow Labs
+name: mpnet_embedding_retriever_coding_guru_adapted
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_retriever_coding_guru_adapted` is a English model originally trained by AlekseyKorshuk.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_retriever_coding_guru_adapted_en_5.1.0_3.0_1692378566998.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_retriever_coding_guru_adapted_en_5.1.0_3.0_1692378566998.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_retriever_coding_guru_adapted|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_review_intent_20230116_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_review_intent_20230116_en.md
new file mode 100644
index 00000000000000..9c09ccabbc29b2
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_review_intent_20230116_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_review_intent_20230116 TFMPNetModel from meichen91
+author: John Snow Labs
+name: mpnet_embedding_review_intent_20230116
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_review_intent_20230116` is a English model originally trained by meichen91.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_review_intent_20230116_en_5.1.0_3.0_1692376123645.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_review_intent_20230116_en_5.1.0_3.0_1692376123645.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_review_intent_20230116|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_review_multiclass_20230116_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_review_multiclass_20230116_en.md
new file mode 100644
index 00000000000000..e6ea0df2da10da
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_review_multiclass_20230116_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_review_multiclass_20230116 TFMPNetModel from meichen91
+author: John Snow Labs
+name: mpnet_embedding_review_multiclass_20230116
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_review_multiclass_20230116` is a English model originally trained by meichen91.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_review_multiclass_20230116_en_5.1.0_3.0_1692376308718.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_review_multiclass_20230116_en_5.1.0_3.0_1692376308718.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_review_multiclass_20230116|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sb_temfac_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sb_temfac_en.md
new file mode 100644
index 00000000000000..68f0ceefd347ff
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sb_temfac_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_sb_temfac TFMPNetModel from stealthpy
+author: John Snow Labs
+name: mpnet_embedding_sb_temfac
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_sb_temfac` is a English model originally trained by stealthpy.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sb_temfac_en_5.1.0_3.0_1692375226093.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sb_temfac_en_5.1.0_3.0_1692375226093.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_sb_temfac|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.3 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sbert_paper_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sbert_paper_en.md
new file mode 100644
index 00000000000000..18d08e2a8164b7
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sbert_paper_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_sbert_paper TFMPNetModel from salsabiilashifa11
+author: John Snow Labs
+name: mpnet_embedding_sbert_paper
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_sbert_paper` is a English model originally trained by salsabiilashifa11.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sbert_paper_en_5.1.0_3.0_1692377968134.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sbert_paper_en_5.1.0_3.0_1692377968134.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_sbert_paper|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sentence_transformers_bible_reference_final_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sentence_transformers_bible_reference_final_en.md
new file mode 100644
index 00000000000000..3e8320dc7970f0
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sentence_transformers_bible_reference_final_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_sentence_transformers_bible_reference_final TFMPNetModel from odunola
+author: John Snow Labs
+name: mpnet_embedding_sentence_transformers_bible_reference_final
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_sentence_transformers_bible_reference_final` is a English model originally trained by odunola.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sentence_transformers_bible_reference_final_en_5.1.0_3.0_1692376207996.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sentence_transformers_bible_reference_final_en_5.1.0_3.0_1692376207996.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_sentence_transformers_bible_reference_final|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ag_news_endpoint_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ag_news_endpoint_en.md
new file mode 100644
index 00000000000000..ca5b5626b0dff0
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ag_news_endpoint_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_ag_news_endpoint TFMPNetModel from philschmid
+author: John Snow Labs
+name: mpnet_embedding_setfit_ag_news_endpoint
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_ag_news_endpoint` is a English model originally trained by philschmid.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ag_news_endpoint_en_5.1.0_3.0_1692377945921.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ag_news_endpoint_en_5.1.0_3.0_1692377945921.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_alpaca_es_unprocessable_sample_detection|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|es|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_1_en.md
new file mode 100644
index 00000000000000..cbbc3cf09bd754
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_ds_version_0_0_1 TFMPNetModel from amittian
+author: John Snow Labs
+name: mpnet_embedding_setfit_ds_version_0_0_1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_ds_version_0_0_1` is a English model originally trained by amittian.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ds_version_0_0_1_en_5.1.0_3.0_1692377361480.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ds_version_0_0_1_en_5.1.0_3.0_1692377361480.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_ds_version_0_0_1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_2_en.md
new file mode 100644
index 00000000000000..5472a869b11882
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_ds_version_0_0_2 TFMPNetModel from amittian
+author: John Snow Labs
+name: mpnet_embedding_setfit_ds_version_0_0_2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_ds_version_0_0_2` is a English model originally trained by amittian.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ds_version_0_0_2_en_5.1.0_3.0_1692377560015.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ds_version_0_0_2_en_5.1.0_3.0_1692377560015.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_ds_version_0_0_2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_4_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_4_en.md
new file mode 100644
index 00000000000000..77367c287800e2
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_4_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_ds_version_0_0_4 TFMPNetModel from amittian
+author: John Snow Labs
+name: mpnet_embedding_setfit_ds_version_0_0_4
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_ds_version_0_0_4` is a English model originally trained by amittian.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ds_version_0_0_4_en_5.1.0_3.0_1692377962339.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ds_version_0_0_4_en_5.1.0_3.0_1692377962339.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_ds_version_0_0_4|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_5_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_5_en.md
new file mode 100644
index 00000000000000..f16927af381d81
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ds_version_0_0_5_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_ds_version_0_0_5 TFMPNetModel from amittian
+author: John Snow Labs
+name: mpnet_embedding_setfit_ds_version_0_0_5
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_ds_version_0_0_5` is a English model originally trained by amittian.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ds_version_0_0_5_en_5.1.0_3.0_1692378155593.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ds_version_0_0_5_en_5.1.0_3.0_1692378155593.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_ds_version_0_0_5|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ethos_multilabel_example_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ethos_multilabel_example_en.md
new file mode 100644
index 00000000000000..b7cfc9b51ed4f0
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ethos_multilabel_example_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_ethos_multilabel_example TFMPNetModel from neilthematic
+author: John Snow Labs
+name: mpnet_embedding_setfit_ethos_multilabel_example
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_ethos_multilabel_example` is a English model originally trained by neilthematic.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ethos_multilabel_example_en_5.1.0_3.0_1692376693736.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ethos_multilabel_example_en_5.1.0_3.0_1692376693736.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_ethos_multilabel_example|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_finetuned_financial_text_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_finetuned_financial_text_en.md
new file mode 100644
index 00000000000000..c7be99ee2518be
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_finetuned_financial_text_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_finetuned_financial_text TFMPNetModel from nickmuchi
+author: John Snow Labs
+name: mpnet_embedding_setfit_finetuned_financial_text
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_finetuned_financial_text` is a English model originally trained by nickmuchi.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_finetuned_financial_text_en_5.1.0_3.0_1692376937069.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_finetuned_financial_text_en_5.1.0_3.0_1692376937069.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_finetuned_financial_text|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ft_sentinent_eval_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ft_sentinent_eval_en.md
new file mode 100644
index 00000000000000..307710ac9c639c
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ft_sentinent_eval_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_ft_sentinent_eval TFMPNetModel from StatsGary
+author: John Snow Labs
+name: mpnet_embedding_setfit_ft_sentinent_eval
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_ft_sentinent_eval` is a English model originally trained by StatsGary.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ft_sentinent_eval_en_5.1.0_3.0_1692381718097.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ft_sentinent_eval_en_5.1.0_3.0_1692381718097.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_ft_sentinent_eval|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law_en.md
new file mode 100644
index 00000000000000..974c24d3f389a1
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law TFMPNetModel from mitra-mir
+author: John Snow Labs
+name: mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law` is a English model originally trained by mitra-mir.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law_en_5.1.0_3.0_1692381563585.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law_en_5.1.0_3.0_1692381563585.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_model_Feb11_Misinformation_on_Law|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_en.md
new file mode 100644
index 00000000000000..c3727f9548b043
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_model TFMPNetModel from Pradipta11
+author: John Snow Labs
+name: mpnet_embedding_setfit_model
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_model` is a English model originally trained by Pradipta11.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_model_en_5.1.0_3.0_1692377155690.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_model_en_5.1.0_3.0_1692377155690.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_model|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_test_sensitve_v1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_test_sensitve_v1_en.md
new file mode 100644
index 00000000000000..3b85c67565ca9c
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_model_test_sensitve_v1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_model_test_sensitve_v1 TFMPNetModel from Adipta
+author: John Snow Labs
+name: mpnet_embedding_setfit_model_test_sensitve_v1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_model_test_sensitve_v1` is a English model originally trained by Adipta.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_model_test_sensitve_v1_en_5.1.0_3.0_1692377739573.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_model_test_sensitve_v1_en_5.1.0_3.0_1692377739573.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_model_test_sensitve_v1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_occupation_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_occupation_en.md
new file mode 100644
index 00000000000000..2e3bd0d8051043
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_occupation_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_occupation TFMPNetModel from ivanzidov
+author: John Snow Labs
+name: mpnet_embedding_setfit_occupation
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_occupation` is a English model originally trained by ivanzidov.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_occupation_en_5.1.0_3.0_1692378365223.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_occupation_en_5.1.0_3.0_1692378365223.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_occupation|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ostrom_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ostrom_en.md
new file mode 100644
index 00000000000000..1a08532fca1bbf
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_ostrom_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_ostrom TFMPNetModel from mahaswec
+author: John Snow Labs
+name: mpnet_embedding_setfit_ostrom
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_ostrom` is a English model originally trained by mahaswec.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ostrom_en_5.1.0_3.0_1692380969725.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_ostrom_en_5.1.0_3.0_1692380969725.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_ostrom|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm_en.md
new file mode 100644
index 00000000000000..5db33b416ff729
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm_en_5.1.0_3.0_1692376886552.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm_en_5.1.0_3.0_1692376886552.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_comm|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_en.md
new file mode 100644
index 00000000000000..19754dca56e6e9
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p1 TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p1
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p1` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_en_5.1.0_3.0_1692379514816.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_en_5.1.0_3.0_1692379514816.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p1|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life_en.md
new file mode 100644
index 00000000000000..0f0182c48d53ec
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life_en_5.1.0_3.0_1692377068378.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life_en_5.1.0_3.0_1692377068378.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_life|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes_en.md
new file mode 100644
index 00000000000000..0947769eab496e
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes_en_5.1.0_3.0_1692380337188.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes_en_5.1.0_3.0_1692380337188.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p1_likes|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr_en.md
new file mode 100644
index 00000000000000..93bf47a1c3ee14
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr_en_5.1.0_3.0_1692379700885.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr_en_5.1.0_3.0_1692379700885.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_bhvr|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons_en.md
new file mode 100644
index 00000000000000..5df40d6706c611
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons_en_5.1.0_3.0_1692380608777.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons_en_5.1.0_3.0_1692380608777.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_cons|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur_en.md
new file mode 100644
index 00000000000000..3a1faacf91fbd8
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur_en_5.1.0_3.0_1692379876045.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur_en_5.1.0_3.0_1692379876045.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_dur|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func_en.md
new file mode 100644
index 00000000000000..5f32be3634d7a6
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func_en_5.1.0_3.0_1692375940356.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func_en_5.1.0_3.0_1692375940356.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_func|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev_en.md
new file mode 100644
index 00000000000000..a1f5ae7929e72f
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev_en_5.1.0_3.0_1692378917103.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev_en_5.1.0_3.0_1692378917103.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_sev|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig_en.md
new file mode 100644
index 00000000000000..3313b45dd2c604
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig_en_5.1.0_3.0_1692380258211.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig_en_5.1.0_3.0_1692380258211.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p3_trig|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev_en.md
new file mode 100644
index 00000000000000..53892db8c8776f
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev_en_5.1.0_3.0_1692381069742.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev_en_5.1.0_3.0_1692381069742.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_achiev|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas_en.md
new file mode 100644
index 00000000000000..7110724a94f6a0
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas_en_5.1.0_3.0_1692380894097.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas_en_5.1.0_3.0_1692380894097.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_meas|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel_en.md
new file mode 100644
index 00000000000000..a8557c91ea2a95
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel_en_5.1.0_3.0_1692381228140.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel_en_5.1.0_3.0_1692381228140.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_rel|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific_en.md
new file mode 100644
index 00000000000000..3d90d68f5ef02c
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific_en_5.1.0_3.0_1692380711935.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific_en_5.1.0_3.0_1692380711935.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_specific|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time_en.md
new file mode 100644
index 00000000000000..e9217efceb9876
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time_en_5.1.0_3.0_1692381391509.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time_en_5.1.0_3.0_1692381391509.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_p4_time|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35_en.md
new file mode 100644
index 00000000000000..a7c5b427ca0860
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35 TFMPNetModel from aammari
+author: John Snow Labs
+name: mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35` is a English model originally trained by aammari.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35_en_5.1.0_3.0_1692381310055.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35_en_5.1.0_3.0_1692381310055.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_setfit_zero_shot_classification_pbsp_q8a_azure_gpt35|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sml_ukr_message_classifier_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sml_ukr_message_classifier_en.md
new file mode 100644
index 00000000000000..3b7865654bb278
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sml_ukr_message_classifier_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_sml_ukr_message_classifier TFMPNetModel from rodekruis
+author: John Snow Labs
+name: mpnet_embedding_sml_ukr_message_classifier
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_sml_ukr_message_classifier` is a English model originally trained by rodekruis.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sml_ukr_message_classifier_en_5.1.0_3.0_1692375430011.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sml_ukr_message_classifier_en_5.1.0_3.0_1692375430011.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_sml_ukr_message_classifier|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sml_ukr_word_classifier_medium_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sml_ukr_word_classifier_medium_en.md
new file mode 100644
index 00000000000000..3e9a6c880b2e29
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sml_ukr_word_classifier_medium_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_sml_ukr_word_classifier_medium TFMPNetModel from rodekruis
+author: John Snow Labs
+name: mpnet_embedding_sml_ukr_word_classifier_medium
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_sml_ukr_word_classifier_medium` is a English model originally trained by rodekruis.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sml_ukr_word_classifier_medium_en_5.1.0_3.0_1692377549620.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sml_ukr_word_classifier_medium_en_5.1.0_3.0_1692377549620.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_sml_ukr_word_classifier_medium|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sn_mpnet_base_snli_mnli_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sn_mpnet_base_snli_mnli_en.md
new file mode 100644
index 00000000000000..cf40cbaaf3d291
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_sn_mpnet_base_snli_mnli_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_sn_mpnet_base_snli_mnli TFMPNetModel from symanto
+author: John Snow Labs
+name: mpnet_embedding_sn_mpnet_base_snli_mnli
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_sn_mpnet_base_snli_mnli` is a English model originally trained by symanto.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sn_mpnet_base_snli_mnli_en_5.1.0_3.0_1692379153696.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_sn_mpnet_base_snli_mnli_en_5.1.0_3.0_1692379153696.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_sn_mpnet_base_snli_mnli|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_spiced_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_spiced_en.md
new file mode 100644
index 00000000000000..d7339e83a36d92
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_spiced_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_spiced TFMPNetModel from copenlu
+author: John Snow Labs
+name: mpnet_embedding_spiced
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_spiced` is a English model originally trained by copenlu.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_spiced_en_5.1.0_3.0_1692376162204.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_spiced_en_5.1.0_3.0_1692376162204.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_spiced|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_stackoverflow_mpnet_base_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_stackoverflow_mpnet_base_en.md
new file mode 100644
index 00000000000000..5d7166fa502413
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_stackoverflow_mpnet_base_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_stackoverflow_mpnet_base TFMPNetModel from flax-sentence-embeddings
+author: John Snow Labs
+name: mpnet_embedding_stackoverflow_mpnet_base
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_stackoverflow_mpnet_base` is a English model originally trained by flax-sentence-embeddings.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_stackoverflow_mpnet_base_en_5.1.0_3.0_1692376811146.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_stackoverflow_mpnet_base_en_5.1.0_3.0_1692376811146.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_stackoverflow_mpnet_base|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.5 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_stsb_mpnet_base_v2_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_stsb_mpnet_base_v2_en.md
new file mode 100644
index 00000000000000..e3776e0d3da104
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_stsb_mpnet_base_v2_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_stsb_mpnet_base_v2 TFMPNetModel from sentence-transformers
+author: John Snow Labs
+name: mpnet_embedding_stsb_mpnet_base_v2
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_stsb_mpnet_base_v2` is a English model originally trained by sentence-transformers.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_stsb_mpnet_base_v2_en_5.1.0_3.0_1692378378354.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_stsb_mpnet_base_v2_en_5.1.0_3.0_1692378378354.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_stsb_mpnet_base_v2|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|408.6 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_test_food_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_test_food_en.md
new file mode 100644
index 00000000000000..dddc714dce2a1b
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_test_food_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_test_food TFMPNetModel from Linus4Lyf
+author: John Snow Labs
+name: mpnet_embedding_test_food
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_test_food` is a English model originally trained by Linus4Lyf.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_test_food_en_5.1.0_3.0_1692378151159.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_test_food_en_5.1.0_3.0_1692378151159.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_test_food|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.9 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_test_model_001_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_test_model_001_en.md
new file mode 100644
index 00000000000000..0507ba529141ac
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_test_model_001_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_test_model_001 TFMPNetModel from intellya22
+author: John Snow Labs
+name: mpnet_embedding_test_model_001
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_test_model_001` is a English model originally trained by intellya22.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_test_model_001_en_5.1.0_3.0_1692380796219.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_test_model_001_en_5.1.0_3.0_1692380796219.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_test_model_001|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|410.0 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForMaskedLM_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForMaskedLM_en.md
new file mode 100644
index 00000000000000..cce037ebd52a24
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForMaskedLM_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_tiny_random_MPNetForMaskedLM TFMPNetModel from hf-tiny-model-private
+author: John Snow Labs
+name: mpnet_embedding_tiny_random_MPNetForMaskedLM
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_tiny_random_MPNetForMaskedLM` is a English model originally trained by hf-tiny-model-private.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetForMaskedLM_en_5.1.0_3.0_1692375647237.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetForMaskedLM_en_5.1.0_3.0_1692375647237.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_tiny_random_MPNetForMaskedLM|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|1.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForQuestionAnswering_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForQuestionAnswering_en.md
new file mode 100644
index 00000000000000..0eb1f3d76262ee
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForQuestionAnswering_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_tiny_random_MPNetForQuestionAnswering TFMPNetModel from hf-tiny-model-private
+author: John Snow Labs
+name: mpnet_embedding_tiny_random_MPNetForQuestionAnswering
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_tiny_random_MPNetForQuestionAnswering` is a English model originally trained by hf-tiny-model-private.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetForQuestionAnswering_en_5.1.0_3.0_1692375853395.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetForQuestionAnswering_en_5.1.0_3.0_1692375853395.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_tiny_random_MPNetForQuestionAnswering|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|1.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForSequenceClassification_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForSequenceClassification_en.md
new file mode 100644
index 00000000000000..e04ecbb65945f0
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForSequenceClassification_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_tiny_random_MPNetForSequenceClassification TFMPNetModel from hf-tiny-model-private
+author: John Snow Labs
+name: mpnet_embedding_tiny_random_MPNetForSequenceClassification
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_tiny_random_MPNetForSequenceClassification` is a English model originally trained by hf-tiny-model-private.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetForSequenceClassification_en_5.1.0_3.0_1692375973996.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetForSequenceClassification_en_5.1.0_3.0_1692375973996.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_tiny_random_MPNetForSequenceClassification|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|1.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForTokenClassification_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForTokenClassification_en.md
new file mode 100644
index 00000000000000..095e0d6663c917
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetForTokenClassification_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_tiny_random_MPNetForTokenClassification TFMPNetModel from hf-tiny-model-private
+author: John Snow Labs
+name: mpnet_embedding_tiny_random_MPNetForTokenClassification
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_tiny_random_MPNetForTokenClassification` is a English model originally trained by hf-tiny-model-private.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetForTokenClassification_en_5.1.0_3.0_1692376082863.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetForTokenClassification_en_5.1.0_3.0_1692376082863.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_tiny_random_MPNetForTokenClassification|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|1.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetModel_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetModel_en.md
new file mode 100644
index 00000000000000..e8fe17dafa897c
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_tiny_random_MPNetModel_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_tiny_random_MPNetModel TFMPNetModel from hf-tiny-model-private
+author: John Snow Labs
+name: mpnet_embedding_tiny_random_MPNetModel
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_tiny_random_MPNetModel` is a English model originally trained by hf-tiny-model-private.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetModel_en_5.1.0_3.0_1692376215032.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_tiny_random_MPNetModel_en_5.1.0_3.0_1692376215032.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_tiny_random_MPNetModel|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|1.2 MB|
\ No newline at end of file
diff --git a/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_vulnerable_groups_en.md b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_vulnerable_groups_en.md
new file mode 100644
index 00000000000000..928e15998a7590
--- /dev/null
+++ b/docs/_posts/ahmedlone127/2023-08-18-mpnet_embedding_vulnerable_groups_en.md
@@ -0,0 +1,88 @@
+---
+layout: model
+title: English mpnet_embedding_vulnerable_groups TFMPNetModel from leavoigt
+author: John Snow Labs
+name: mpnet_embedding_vulnerable_groups
+date: 2023-08-18
+tags: [mpnet, en, open_source, tensorflow]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.0
+spark_version: 3.0
+supported: true
+engine: tensorflow
+annotator: MPNetEmbeddings
+article_header:
+ type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained mpnet model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`mpnet_embedding_vulnerable_groups` is a English model originally trained by leavoigt.
+
+{:.btn-box}
+
+
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/mpnet_embedding_vulnerable_groups_en_5.1.0_3.0_1692377757868.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/mpnet_embedding_vulnerable_groups_en_5.1.0_3.0_1692377757868.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|mpnet_embedding_vulnerable_groups|
+|Compatibility:|Spark NLP 5.1.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents]|
+|Output Labels:|[mpnet_embeddings]|
+|Language:|en|
+|Size:|409.8 MB|
\ No newline at end of file