2024-01-01-bert_model_12_class_en (#14119)

* Add model 2024-01-01-ad_distilbert111_en * Add model 2024-01-01-burmese_awesome_model_gitnazarov_en * Add model 2024-01-01-nlp1_longformer_en * Add model 2024-01-01-burmese_awesome_model_fengdavid_en * Add model 2024-01-01-ad_distilbert39_en * Add model 2024-01-01-balanced_seq_class_enc_key_name_en * Add model 2024-01-01-ad_distilbert11_en * Add model 2024-01-01-ad_distilbert2_en * Add model 2024-01-01-distilbert_base_uncased_finetuned_cola_hendrik_a_en * Add model 2024-01-01-ad_distilbert113_en * Add model 2024-01-01-peft_finetuning_sentiment_model_3000_samples_en * Add model 2024-01-01-ad_distilbert22_en * Add model 2024-01-01-bert_model_105_class_en * Add model 2024-01-01-model_los_en * Add model 2024-01-01-finetuning_sentiment_model_3000_samples_sakharamg_en * Add model 2024-01-01-bin_clean_seq_class_en * Add model 2024-01-01-distilbert_base_uncased_finetuned_cola_frtna_en * Add model 2024-01-01-distilbert_base_uncased_finetuned_adl_hw1_adenovirux_en * Add model 2024-01-01-model_ditlbert_en * Add model 2024-01-01-left_padding80model_en * Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_tsubakiky_en * Add model 2024-01-01-distilbert_model_173_class_v1_1_en * Add model 2024-01-01-q5_phq_en * Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_urashima_en * Add model 2024-01-02-burmese_awesome_model_distilbert3_en * Add model 2024-01-02-sum_a_utopiadystopia4_en * Add model 2024-01-02-burmese_classifier_label26_with_finetuned_using_recipe_last_mask_en * Add model 2024-01-02-ad_distilbert49_en * Add model 2024-01-02-text_classification_model_jethrowang_en * Add model 2024-01-02-burmese_awesome_model_itsriya_en * Add model 2024-01-02-tmp2alr_3qn_en * Add model 2024-01-02-test_erikweber_en * Add model 2024-01-02-burmese_awesome_model_jjimdark_en * Add model 2024-01-02-finetuning_sentiment_model_5000_samples_choidf_en * Add model 2024-01-02-burmese_awesome_model_taniosama_en * Add model 2024-01-02-lkd_3_classes_seed_50_response_only_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_cola_laguarage_en * Add model 2024-01-02-prefix_training_of_bert_model_en * Add model 2024-01-02-ad_distilbert203_en * Add model 2024-01-02-ad_distilbert34_en * Add model 2024-01-02-burmese_awesome_model_choidonghun_en * Add model 2024-01-02-tweet_sentiments_40k_nepal_bhasa_lionelnh_en * Add model 2024-01-02-burmese_awesome_model_z7102135_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_ayush001_en * Add model 2024-01-02-gss_1_en * Add model 2024-01-02-burmese_awesome_model_gianclbal_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_yoahqiu_en * Add model 2024-01-02-tmp6wlk_ge6_en * Add model 2024-01-02-copilot_relex_v1_en * Add model 2024-01-02-finetuning_emotion_model2_en * Add model 2024-01-02-burmese_awesome_model_kssscrl_en * Add model 2024-01-02-twitter_distilbert_sentiment_model_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_maheswarareddy_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_abeeralbashiti_en * Add model 2024-01-02-finetuning_sentiment_model_25000_samples_prabhat003_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_noza_kit_en * Add model 2024-01-02-distil_features_v1_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_bl03_en * Add model 2024-01-02-distilbert_heaps_class2_en * Add model 2024-01-02-imdb_finetuning_en * Add model 2024-01-02-burmese_awesome_model_devonho_en * Add model 2024-01-02-tmpvpcvb6pw_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_zenaido_en * Add model 2024-01-02-sentiment_ft_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_akanksha23_en * Add model 2024-01-02-burmese_awesome_model_h_toshni_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_freeman_en * Add model 2024-01-02-classification_long_en * Add model 2024-01-02-snli_test_en * Add model 2024-01-02-distilbert_base_uncased_2023_11_09_22_28_32_en * Add model 2024-01-02-get_data_en * Add model 2024-01-02-tmpx9uqb4hl_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_pprabu_en * Add model 2024-01-02-burmese_awesome_model_drojasca_en * Add model 2024-01-02-model1_monica95_en * Add model 2024-01-02-wanted_cls_model_en * Add model 2024-01-02-results_diego_carrera_en * Add model 2024-01-02-model_garchema_en * Add model 2024-01-02-tmp4sbcqy64_en * Add model 2024-01-02-burmese_awesome_model_priyankbthakkar_en * Add model 2024-01-02-burmese_model_caotrunghieu_en * Add model 2024-01-02-burmese_awesome_model2_gchabcou_en * Add model 2024-01-02-burmese_awesome_model_manohar899_en * Add model 2024-01-02-burmese_models_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_ggandara_en * Add model 2024-01-02-imdbreviews_classification_distilbert_v2_en * Add model 2024-01-02-squad_classifier_en * Add model 2024-01-02-output_model_en * Add model 2024-01-02-tmp9w5cn3p7_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_yohenny_en * Add model 2024-01-02-distilbert_bp_text_thai_en * Add model 2024-01-02-finetuning_sentiment_model_best_en * Add model 2024-01-02-burmese_awesome_model_kenkentron_en * Add model 2024-01-02-hgf_model_en * Add model 2024-01-02-tmpjr7vyun6_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_shiv4223_en * Add model 2024-01-02-sentiment_analysis_model_lel76_en * Add model 2024-01-02-modelo_clasificacion_taller_notaller_v3_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_mooncrescent_en * Add model 2024-01-02-in_class_emotion_classifier_330_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_clinc_takaiwai_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_shahidmo99_en * Add model 2024-01-02-model_los_removing_layer_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_khanhvodich1_en * Add model 2024-01-02-burmese_awesome_model_kharris6_en * Add model 2024-01-02-tmp39mp15ug_en * Add model 2024-01-02-ad_distilbert201_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_eric20638_en * Add model 2024-01-02-output_yay9096_en * Add model 2024-01-02-burmese_awesome_model_karlkwon_en * Add model 2024-01-02-metricas_teste8_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_rishusiva_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_orangeisfly_en * Add model 2024-01-02-insight_model_en * Add model 2024-01-02-burmese_awesome_model_praysimanjuntak_en * Add model 2024-01-02-ad_distilbert110_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_cola_momowax_en * Add model 2024-01-02-imdb_yali98_en * Add model 2024-01-02-on_the_fly_en * Add model 2024-01-02-hacakthon1288_en * Add model 2024-01-02-covid_tweet_sentiment_analyzer_distilbert_fantasticrambo_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_ginevrad_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_jcorpse96_en * Add model 2024-01-02-langchain_en * Add model 2024-01-02-email_spam_detection_distilbert_en * Add model 2024-01-02-genre_pred_model_reduced_3_epochs_en * Add model 2024-01-02-distilbert_base_uncased_distilled_clinc_takaiwai_en * Add model 2024-01-02-tmp75c85wrd_en * Add model 2024-01-02-burmese_awesome_model2_emresefer_en * Add model 2024-01-02-distilbert_base_uncased_2023_11_09_22_26_01_en * Add model 2024-01-02-burmese_awesome_model_sdjkhfosfsdhxoig_en * Add model 2024-01-02-10_epochs_features_model_w_designs_en * Add model 2024-01-02-model_electra_en * Add model 2024-01-02-finetuned_sentiment_model_shailesh1914_en * Add model 2024-01-02-finetuning_emotion_model_ayush122004_en * Add model 2024-01-02-trainer_chapter_pcuenq_en * Add model 2024-01-02-burmese_awesome_model_agustincosta_en * Add model 2024-01-02-finetuned_with_imdb_en * Add model 2024-01-02-distilbert_emotion_geosb_en * Add model 2024-01-02-ad_distilbert200_en * Add model 2024-01-02-metricas_teste2_en * Add model 2024-01-02-burmese_awesome_model_zerolovesea_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_nathanjlee_en * Add model 2024-01-02-supervised_test_1_en * Add model 2024-01-02-burmese_awesome_model_muktaghosh_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_cola_isaacasares_en * Add model 2024-01-02-telugu_dataset_other_sentiment_distilbert_te * Add model 2024-01-02-insights_model_en * Add model 2024-01-02-distil_bert_proisrael_author_text_norwegian_preprocess_tmp_en * Add model 2024-01-02-ad_distilbert100_en * Add model 2024-01-02-burmese_awesome_model_alexander_896_en * Add model 2024-01-02-testeee_en * Add model 2024-01-02-teste1_en * Add model 2024-01-02-ad_distilbert205_en * Add model 2024-01-02-sum_a_utopiadystopia3_en * Add model 2024-01-02-tmpsnxpcerj_en * Add model 2024-01-02-burmese_awesome_model_linhkhacpham2024_en * Add model 2024-01-02-finetuning_bert_model_en * Add model 2024-01-02-tmprauf086j_en * Add model 2024-01-02-distilbert_base_uncased_ark_ft_en * Add model 2024-01-02-merged_model_sequence_classification_binary_en * Add model 2024-01-02-tmp_model_en * Add model 2024-01-02-burmese_awesome_model_bobbyw_en * Add model 2024-01-02-results_jelinek_en * Add model 2024-01-02-finetuning_sentiment_model_1600_samples_en * Add model 2024-01-02-tmp6v3u78on_en * Add model 2024-01-02-teste4_en * Add model 2024-01-02-balanced_seq_class_enc_key_name_wlfunc_en * Add model 2024-01-02-burmese_awesome_distelbert_clone_en * Add model 2024-01-02-burmese_awesome_model_gabpalmeri_en * Add model 2024-01-02-ad_distilbert105_en * Add model 2024-01-02-v1_azuelsdorf_en * Add model 2024-01-02-finetuning_sentiment_model_samples_pavelar_en * Add model 2024-01-02-model_maaz66_en * Add model 2024-01-02-imdb2_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_nikdigio_en * Add model 2024-01-02-sum_a_utopiadystopia5_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_honda255tex_en * Add model 2024-01-02-senti_analysis_en * Add model 2024-01-02-distilbert_finetuned_russian_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_branislava_en * Add model 2024-01-02-tmpgel6wptu_en * Add model 2024-01-02-burmese_awesome_model_normanyu_flowbo_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_shuryo_en * Add model 2024-01-02-distilbert_for_order_classification_en * Add model 2024-01-02-burmese_awesome_model_hefeng0_en * Add model 2024-01-02-burmese_awesome_model_pilehvar_en * Add model 2024-01-02-burmese_awesome_model_nick_hardcastle_en * Add model 2024-01-02-imdb_distilbert_base_uncased_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_nick230199_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_cola_tvrcopgg_en * Add model 2024-01-02-finetune_sentiment_model_with_3000_samples_en * Add model 2024-01-02-multiling_sarcasm_detector_en * Add model 2024-01-02-iotnation_classification_model_0_2_smaller_cleaned_set_en * Add model 2024-01-02-finetuning_sentiment_model_1000_samples_skrh_en * Add model 2024-01-02-bin_clean_seq_class_balanced_en * Add model 2024-01-02-tmp52ynk3jn_en * Add model 2024-01-02-ad_distilbert24_en * Add model 2024-01-02-burmese_awesome_model_devontaeh_en * Add model 2024-01-02-ad_distilbert20_en * Add model 2024-01-02-teste3_en * Add model 2024-01-02-burmese_awesome_model_mke10_en * Add model 2024-01-02-tmpri2i0v_6_en * Add model 2024-01-02-balanced_seq_class_enc_key_name_pretrain_en * Add model 2024-01-02-burmese_awesome_model_kundan121_en * Add model 2024-01-02-burmese_awesome_model_sjieunhlv_en * Add model 2024-01-02-burmese_awesome_model_buddyfred_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_calliea_en * Add model 2024-01-02-sum_a_utopiadystopia6_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_saikiran9909_en * Add model 2024-01-02-distilbert_base_uncased_2023_11_09_22_33_17_en * Add model 2024-01-02-test_model_minhquan6203_en * Add model 2024-01-02-sum_a_utopiadystopia2_en * Add model 2024-01-02-ad_distilbert204_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_morningdusk_en * Add model 2024-01-02-test_codes_lgma_en * Add model 2024-01-02-burmese_awesome_model_trevordalton_en * Add model 2024-01-02-ad_distilbert202_en * Add model 2024-01-02-insight_en * Add model 2024-01-02-in_class_emotion_classifier_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_prabhat003_en * Add model 2024-01-02-classifier_model_27_09_2023_21_39_56_en * Add model 2024-01-02-burmese_awesome_model_alokkulkarni_en * Add model 2024-01-02-burmese_awesome_model_sgpaliwal_en * Add model 2024-01-02-finetuning_sentiment_model_25000_samples_pavelar_en * Add model 2024-01-02-sum_a_utopiadystopia7_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_cola_dencinasr_en * Add model 2024-01-02-ad_distilbert114_en * Add model 2024-01-02-depression_model_zelenie0volosy_en * Add model 2024-01-02-output_model2_en * Add model 2024-01-02-emotion_model_50_en * Add model 2024-01-02-tmp4na67oes_en * Add model 2024-01-02-imdb_bl03_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_nfsrulesfr_en * Add model 2024-01-02-conversation_en * Add model 2024-01-02-sentiment_fe_en * Add model 2024-01-02-burmese_awesome_model_distilbert2_en * Add model 2024-01-02-burmese_awesome_model_paultrust_en * Add model 2024-01-02-burmese_awesome_model_nlpcodemonkey_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion_retroinferno_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_jkcchan_en * Add model 2024-01-02-covid_vaccine_tweet_sentiment_analysis_distilbert_bambadij_en * Add model 2024-01-02-tmphvsjjxoy_en * Add model 2024-01-02-burmese_awesome_model_moumitanettojanamanna_en * Add model 2024-01-02-finetuning_sentiment_model_3000_samples_lepeng_en * Add model 2024-01-02-distilbert_base_uncased_finetuned_emotion2_dyoo_en * Add model 2024-01-02-burmese_model_portuguese_en * Add model 2024-01-02-huggingface_train_en * Add model 2024-01-02-tmp17a7eamp_en * Add model 2024-01-02-tmprcjgsh4f_en --------- Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>
JohnSnowLabs · Jan 18, 2024 · 2551e9d · 2551e9d
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diff --git a/docs/_posts/ahmedlone127/2024-01-01-1030_1_en.md b/docs/_posts/ahmedlone127/2024-01-01-1030_1_en.md
@@ -0,0 +1,97 @@
+---
+layout: model
+title: English 1030_1 DistilBertForSequenceClassification from tingchih
+author: John Snow Labs
+name: 1030_1
+date: 2024-01-01
+tags: [bert, en, open_source, sequence_classification, onnx]
+task: Text Classification
+language: en
+edition: Spark NLP 5.2.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertForSequenceClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertForSequenceClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`1030_1` is a English model originally trained by tingchih.
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/1030_1_en_5.2.2_3.0_1704117975641.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/1030_1_en_5.2.2_3.0_1704117975641.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+document_assembler = DocumentAssembler()\
+    .setInputCol("text")\
+    .setOutputCol("document")
+
+tokenizer = Tokenizer()\
+    .setInputCols("document")\
+    .setOutputCol("token")  
+
+sequenceClassifier = DistilBertForSequenceClassification.pretrained("1030_1","en")\
+            .setInputCols(["document","token"])\
+            .setOutputCol("class")
+
+pipeline = Pipeline().setStages([document_assembler, tokenizer, sequenceClassifier])
+
+data = spark.createDataFrame([["PUT YOUR STRING HERE"]]).toDF("text")
+
+result = pipeline.fit(data).transform(data)
+
+```
+```scala
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text")
+    .setOutputCol("document")
+
+val tokenizer = new Tokenizer()
+    .setInputCols("document") 
+    .setOutputCol("token")  
+
+val sequenceClassifier = DistilBertForSequenceClassification.pretrained("1030_1","en")
+            .setInputCols(Array("document","token"))
+            .setOutputCol("class")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, sequenceClassifier))
+
+val data = Seq("PUT YOUR STRING HERE").toDS.toDF("text")
+
+val result = pipeline.fit(data).transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|1030_1|
+|Compatibility:|Spark NLP 5.2.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[class]|
+|Language:|en|
+|Size:|249.5 MB|
+
+## References
+
+https://huggingface.co/tingchih/1030-1
diff --git a/docs/_posts/ahmedlone127/2024-01-01-17775_en.md b/docs/_posts/ahmedlone127/2024-01-01-17775_en.md
@@ -0,0 +1,97 @@
+---
+layout: model
+title: English 17775 DistilBertForSequenceClassification from joohwan
+author: John Snow Labs
+name: 17775
+date: 2024-01-01
+tags: [bert, en, open_source, sequence_classification, onnx]
+task: Text Classification
+language: en
+edition: Spark NLP 5.2.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertForSequenceClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertForSequenceClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`17775` is a English model originally trained by joohwan.
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/17775_en_5.2.2_3.0_1704128045381.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/17775_en_5.2.2_3.0_1704128045381.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+document_assembler = DocumentAssembler()\
+    .setInputCol("text")\
+    .setOutputCol("document")
+
+tokenizer = Tokenizer()\
+    .setInputCols("document")\
+    .setOutputCol("token")  
+
+sequenceClassifier = DistilBertForSequenceClassification.pretrained("17775","en")\
+            .setInputCols(["document","token"])\
+            .setOutputCol("class")
+
+pipeline = Pipeline().setStages([document_assembler, tokenizer, sequenceClassifier])
+
+data = spark.createDataFrame([["PUT YOUR STRING HERE"]]).toDF("text")
+
+result = pipeline.fit(data).transform(data)
+
+```
+```scala
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text")
+    .setOutputCol("document")
+
+val tokenizer = new Tokenizer()
+    .setInputCols("document") 
+    .setOutputCol("token")  
+
+val sequenceClassifier = DistilBertForSequenceClassification.pretrained("17775","en")
+            .setInputCols(Array("document","token"))
+            .setOutputCol("class")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, sequenceClassifier))
+
+val data = Seq("PUT YOUR STRING HERE").toDS.toDF("text")
+
+val result = pipeline.fit(data).transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|17775|
+|Compatibility:|Spark NLP 5.2.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[class]|
+|Language:|en|
+|Size:|249.5 MB|
+
+## References
+
+https://huggingface.co/joohwan/17775
diff --git a/docs/_posts/ahmedlone127/2024-01-01-ad_distilbert111_en.md b/docs/_posts/ahmedlone127/2024-01-01-ad_distilbert111_en.md
@@ -0,0 +1,97 @@
+---
+layout: model
+title: English ad_distilbert111 DistilBertForSequenceClassification from tombellens
+author: John Snow Labs
+name: ad_distilbert111
+date: 2024-01-01
+tags: [bert, en, open_source, sequence_classification, onnx]
+task: Text Classification
+language: en
+edition: Spark NLP 5.2.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertForSequenceClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertForSequenceClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`ad_distilbert111` is a English model originally trained by tombellens.
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/ad_distilbert111_en_5.2.2_3.0_1704149830825.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/ad_distilbert111_en_5.2.2_3.0_1704149830825.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+document_assembler = DocumentAssembler()\
+    .setInputCol("text")\
+    .setOutputCol("document")
+
+tokenizer = Tokenizer()\
+    .setInputCols("document")\
+    .setOutputCol("token")  
+
+sequenceClassifier = DistilBertForSequenceClassification.pretrained("ad_distilbert111","en")\
+            .setInputCols(["document","token"])\
+            .setOutputCol("class")
+
+pipeline = Pipeline().setStages([document_assembler, tokenizer, sequenceClassifier])
+
+data = spark.createDataFrame([["PUT YOUR STRING HERE"]]).toDF("text")
+
+result = pipeline.fit(data).transform(data)
+
+```
+```scala
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text")
+    .setOutputCol("document")
+
+val tokenizer = new Tokenizer()
+    .setInputCols("document") 
+    .setOutputCol("token")  
+
+val sequenceClassifier = DistilBertForSequenceClassification.pretrained("ad_distilbert111","en")
+            .setInputCols(Array("document","token"))
+            .setOutputCol("class")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, sequenceClassifier))
+
+val data = Seq("PUT YOUR STRING HERE").toDS.toDF("text")
+
+val result = pipeline.fit(data).transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|ad_distilbert111|
+|Compatibility:|Spark NLP 5.2.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[class]|
+|Language:|en|
+|Size:|249.4 MB|
+
+## References
+
+https://huggingface.co/tombellens/AD-distilBert111
diff --git a/docs/_posts/ahmedlone127/2024-01-01-ad_distilbert113_en.md b/docs/_posts/ahmedlone127/2024-01-01-ad_distilbert113_en.md
@@ -0,0 +1,97 @@
+---
+layout: model
+title: English ad_distilbert113 DistilBertForSequenceClassification from tombellens
+author: John Snow Labs
+name: ad_distilbert113
+date: 2024-01-01
+tags: [bert, en, open_source, sequence_classification, onnx]
+task: Text Classification
+language: en
+edition: Spark NLP 5.2.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertForSequenceClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertForSequenceClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`ad_distilbert113` is a English model originally trained by tombellens.
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/ad_distilbert113_en_5.2.2_3.0_1704151135997.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/ad_distilbert113_en_5.2.2_3.0_1704151135997.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+document_assembler = DocumentAssembler()\
+    .setInputCol("text")\
+    .setOutputCol("document")
+
+tokenizer = Tokenizer()\
+    .setInputCols("document")\
+    .setOutputCol("token")  
+
+sequenceClassifier = DistilBertForSequenceClassification.pretrained("ad_distilbert113","en")\
+            .setInputCols(["document","token"])\
+            .setOutputCol("class")
+
+pipeline = Pipeline().setStages([document_assembler, tokenizer, sequenceClassifier])
+
+data = spark.createDataFrame([["PUT YOUR STRING HERE"]]).toDF("text")
+
+result = pipeline.fit(data).transform(data)
+
+```
+```scala
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text")
+    .setOutputCol("document")
+
+val tokenizer = new Tokenizer()
+    .setInputCols("document") 
+    .setOutputCol("token")  
+
+val sequenceClassifier = DistilBertForSequenceClassification.pretrained("ad_distilbert113","en")
+            .setInputCols(Array("document","token"))
+            .setOutputCol("class")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, sequenceClassifier))
+
+val data = Seq("PUT YOUR STRING HERE").toDS.toDF("text")
+
+val result = pipeline.fit(data).transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|ad_distilbert113|
+|Compatibility:|Spark NLP 5.2.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[class]|
+|Language:|en|
+|Size:|249.4 MB|
+
+## References
+
+https://huggingface.co/tombellens/AD-distilBert113