2023-09-15-distilbert_base_german_cased_de (#13984)

* Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_jaese_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_apatidar0_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_gg1313_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2006_en * Add model 2023-09-15-distilbert_mlm_best_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_edraper88_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_thangvip_en * Add model 2023-09-15-distilbert_pubmed_mlm_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_game_accelerate_v2_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_reza93v_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_raphaelmerx_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_qianyu88_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_hemanth11_en * Add model 2023-09-15-erwt_year_southern_sotho_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_prasanthin_en * Add model 2023-09-15-distilabena_base_v2_asante_twi_uncased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_juancopi81_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_physhunter_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_outop_y_en * Add model 2023-09-15-eighteenth_century_distilbert_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_dave_sheets_en * Add model 2023-09-15-few_mask_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_test_headline_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_peterhsu_en * Add model 2023-09-15-film20000distilbert_base_uncased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_rd124_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_geolearner_en * Add model 2023-09-15-lsg_distilbert_base_uncased_4096_en * Add model 2023-09-15-distilbert_base_multilingual_cased_bulgarian_wikipedia_xx * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_qianyu88_en * Add model 2023-09-15-distilbert_base_uncased_mlm_tamil_local_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_jchhabra_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_dewa_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_kyle2023_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_caroline_betbeze_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1997_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1994_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1966_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_recipe_accelerate_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2008_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_jake777_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1988_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2021_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_feeeper_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_mchalek_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_v2_accelerate_en * Add model 2023-09-15-500_sdb_tbb_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_ccnews_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_wjbmattingly_en * Add model 2023-09-15-marathi_distilbert_pretrained_mr * Add model 2023-09-15-remote_sensing_distilbert_cased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_guidoivetta_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_solver_paul_en * Add model 2023-09-15-inisw08_distilbert_mlm_lion_32bit_test_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_brenton_en * Add model 2023-09-15-20split_dataset_version1_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_v2_francesco_a_en * Add model 2023-09-15-mtl_distilbert_base_uncased_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1985_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_rushikesh_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1991_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_shadowtwin41_en * Add model 2023-09-15-aave_distil_bert_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_eitanli_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_waynechiu_en * Add model 2023-09-15-distilbert_add_pre_training_dim_96_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_rap_lyrics_v1_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_iven5880_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_vsrinivas_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2000_en * Add model 2023-09-15-burmese_finetuned_distilbert_portuguese_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_tweet_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_discord_en * Add model 2023-09-15-distilbert_base_english_chinese_hindi_cased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_junchengding_en * Add model 2023-09-15-distilbert_base_uncased_sparse_90_unstructured_pruneofa_en * Add model 2023-09-15-tod_distilbert_jnt_v1_en * Add model 2023-09-15-distilbert_embeddings_clinical_en * Add model 2023-09-15-absa_with_maskedlm_finetuned_sentihood_en * Add model 2023-09-15-distilbert_perigon_200k_en * Add model 2023-09-15-distilbert_base_uncased_wholewordmasking_finetuned_imdb_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_sonali_behera_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_nicolacandussi_en * Add model 2023-09-15-distilbert_base_english_french_spanish_german_chinese_cased_en * Add model 2023-09-15-first_try_4_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_tanvirkhan_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_golightly_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_harshseth_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_im_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_tkoyama_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_caroline_betbeze_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_vanhoan_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_talha185_en * Add model 2023-09-15-distilbert_ravenk_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_arthuerwang_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_cnn_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_robkayinto_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_lokeshsoni2801_en * Add model 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2023-09-15-distilbert_base_uncased_finetuned_imdb_sgasparorippa_en * Add model 2023-09-15-distilabena_base_v2_akuapem_twi_cased_en * Add model 2023-09-15-experiment_en * Add model 2023-09-15-flang_distilbert_en * Add model 2023-09-15-bert_base_uncased_finetuned_imdb_accelerate_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2002_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_outop_j_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_snousias_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_anikaai_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_suzuki0829_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_allocation_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1998_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_himani_auto_en * Add model 2023-09-15-bert_tuned_trial_20_12_2022_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_dieexbr_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_sophon_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_himani_auto_text_gen_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_nugget00_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_yangwooko_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_cchychen_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_gautam1989_en * Add model 2023-09-15-distilbert_embeddings_base_uncased_finetuned_imdb_accelerate_en * Add model 2023-09-15-bertino_lsg_en * Add model 2023-09-15-distilbert_base_spanish_uncased_model_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_cssupport_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_terps_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_vanhoan_en * Add model 2023-09-15-fine_tuned_distilbert_nosql_injection_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_elggman_en * Add model 2023-09-15-sae_distilbert_base_uncased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_iotengtr_en * Add model 2023-09-15-distilbert_base_uncased_malayalam_arxiv_papers_en * Add model 2023-09-15-clr_pretrained_distilbert_base_uncased_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2020_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2011_en * Add model 2023-09-15-distilbert_base_uncased_imdb_distilbert_en * Add model 2023-09-15-inisw08_distilbert_mlm_adamw_torch_fused_en * Add model 2023-09-15-distilbert_mlm_500k_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_eusojk_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_crypto_en * Add model 2023-09-15-spladex_zs_en * Add model 2023-09-15-hf_distilbert_imdb_mlm_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_fadliaulawi_en * Add model 2023-09-15-distilabena_base_asante_twi_uncased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_hilariooliveira_en * Add model 2023-09-15-distilbert_classification_eplorer_en * Add model 2023-09-15-distilbert_hemingway_sar_en * Add model 2023-09-15-distilbert_base_english_lithuanian_cased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_himani_m_en * Add model 2023-09-15-splade_v2_max_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_sgr23_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_peterhsu_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_shadowtwin41_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_evincent18_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_fetch_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_cleandata_en * Add model 2023-09-15-distilbert_base_multilingual_cased_finetuned_kintweetse_xx * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_tlapusan_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_tsobolev_en * Add model 2023-09-15-dummy_model_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_himani_auto_gen_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_surjray_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2022_en * Add model 2023-09-15-clinical_bert_finetuned_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_thangvip_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_coreyabs_db_en * Add model 2023-09-15-distilbert_base_uncased_mask_finetuned_imdb_v1_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_spasis_en * Add model 2023-09-15-erwt_year_en * Add model 2023-09-15-bertino_it * Add model 2023-09-15-distilbert_base_uncased_finetuned_himani_auto_textgeneration_en * Add model 2023-09-15-distilbert_base_uncased_imdb_accelerate_en * Add model 2023-09-15-film20000film20000distilbert_base_uncased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_fadliaulawi_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_ttmusic_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_lakecrimsonn_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_huggingface_course_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_coreyabs_db_en * Add model 2023-09-15-dbert_finetuned_g_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_cl_wood_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_raulgdp_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_jwchung_en * Add model 2023-09-15-distilbert_base_uncased_sparse_80_1x4_block_pruneofa_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_averageandyyy_en * Add model 2023-09-15-test_text_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_averageandyyy_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_francesc_en * Add model 2023-09-15-distilbert_base_turkish_cased_offensive_mlm_tr * Add model 2023-09-15-distilbert_base_english_french_spanish_portuguese_italian_cased_xx * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_techtank_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_cvent_2019_2022_en * Add model 2023-09-15-distilbert_base_uncased_mlm_scirepeval_fos_chemistry_en * Add model 2023-09-15-100_sdb_tbb_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2009_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_yuto01_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_thetaphipsi_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_rugo_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_guoguo_en * Add model 2023-09-15-yolochess_mlm_azure_cloud_35_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2019_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_ryanlai_en * Add model 2023-09-15-distilbert_embeddings_base_uncased_continued_training_medqa_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_luzimu_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_thutrang_en * Add model 2023-09-15-javanese_distilbert_small_jv * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_johnyyhk_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_finetuned_imdb_chenyanjin_en * Add model 2023-09-15-spladex_tt_spanish_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_gtxygyzb_en * Add model 2023-09-15-erwt_year_masked_75_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_andrewr_en * Add model 2023-09-15-distilbert_base_english_urdu_cased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_sungchun71_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1992_en * Add model 2023-09-15-pt_distilbert_base_en * Add model 2023-09-15-distilbert_base_english_french_german_cased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_mlm_accelerate_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_nugget00_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_tux_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_gostrive_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1965_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_renyulin_en * Add model 2023-09-15-we4lkd_aml_distilbert_1921_2016_en * Add model 2023-09-15-distilbert_finetuned_spmlm_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_dipika09_en * Add model 2023-09-15-distilbert_mlm_750k_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_golightly_en * Add model 2023-09-15-distilbert_base_english_french_spanish_cased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_minye819_en * Add model 2023-09-15-distilbert_base_english_russian_cased_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_ryanlai_en * Add model 2023-09-15-kaz_legal_distilbert_legal_corpus_312818008_words_4.945454545454545_en * Add model 2023-09-15-distilbert_base_indonesian_id * Add model 2023-09-15-we4lkd_aml_distilbert_1921_1977_en * Add model 2023-09-15-inisw08_distilbert_mlm_adamw_torch_0608_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_jjinbbangman_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_dmlea_en * Add model 2023-09-15-distilbert_base_uncased_finetuned_himani_auto_text_en --------- Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>
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diff --git a/docs/_posts/ahmedlone127/2023-09-15-100_sdb_tbb_en.md b/docs/_posts/ahmedlone127/2023-09-15-100_sdb_tbb_en.md
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+---
+layout: model
+title: English 100_sdb_tbb DistilBertEmbeddings from sripadhstudy
+author: John Snow Labs
+name: 100_sdb_tbb
+date: 2023-09-15
+tags: [distilbert, en, open_source, fill_mask, onnx]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertEmbeddings
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertEmbeddings  model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`100_sdb_tbb` is a English model originally trained by sripadhstudy.
+
+{:.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/100_sdb_tbb_en_5.1.2_3.0_1694784123220.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/100_sdb_tbb_en_5.1.2_3.0_1694784123220.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("documents")
+
+
+embeddings =DistilBertEmbeddings.pretrained("100_sdb_tbb","en") \
+            .setInputCols(["documents","token"]) \
+            .setOutputCol("embeddings")
+
+pipeline = Pipeline().setStages([document_assembler, embeddings])
+
+pipelineModel = pipeline.fit(data)
+
+pipelineDF = pipelineModel.transform(data)
+
+```
+```scala
+
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text") 
+    .setOutputCol("embeddings")
+
+val embeddings = DistilBertEmbeddings 
+    .pretrained("100_sdb_tbb", "en")
+    .setInputCols(Array("documents","token")) 
+    .setOutputCol("embeddings") 
+
+val pipeline = new Pipeline().setStages(Array(document_assembler, embeddings))
+
+val pipelineModel = pipeline.fit(data)
+
+val pipelineDF = pipelineModel.transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|100_sdb_tbb|
+|Compatibility:|Spark NLP 5.1.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[embeddings]|
+|Language:|en|
+|Size:|249.0 MB|
+
+## References
+
+https://huggingface.co/sripadhstudy/100_SDB_TBB
diff --git a/docs/_posts/ahmedlone127/2023-09-15-20split_dataset_version1_en.md b/docs/_posts/ahmedlone127/2023-09-15-20split_dataset_version1_en.md
@@ -0,0 +1,93 @@
+---
+layout: model
+title: English 20split_dataset_version1 DistilBertEmbeddings from Billwzl
+author: John Snow Labs
+name: 20split_dataset_version1
+date: 2023-09-15
+tags: [distilbert, en, open_source, fill_mask, onnx]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertEmbeddings
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertEmbeddings  model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`20split_dataset_version1` is a English model originally trained by Billwzl.
+
+{:.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/20split_dataset_version1_en_5.1.2_3.0_1694780611703.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/20split_dataset_version1_en_5.1.2_3.0_1694780611703.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("documents")
+
+
+embeddings =DistilBertEmbeddings.pretrained("20split_dataset_version1","en") \
+            .setInputCols(["documents","token"]) \
+            .setOutputCol("embeddings")
+
+pipeline = Pipeline().setStages([document_assembler, embeddings])
+
+pipelineModel = pipeline.fit(data)
+
+pipelineDF = pipelineModel.transform(data)
+
+```
+```scala
+
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text") 
+    .setOutputCol("embeddings")
+
+val embeddings = DistilBertEmbeddings 
+    .pretrained("20split_dataset_version1", "en")
+    .setInputCols(Array("documents","token")) 
+    .setOutputCol("embeddings") 
+
+val pipeline = new Pipeline().setStages(Array(document_assembler, embeddings))
+
+val pipelineModel = pipeline.fit(data)
+
+val pipelineDF = pipelineModel.transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|20split_dataset_version1|
+|Compatibility:|Spark NLP 5.1.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[embeddings]|
+|Language:|en|
+|Size:|247.3 MB|
+
+## References
+
+https://huggingface.co/Billwzl/20split_dataset_version1
diff --git a/docs/_posts/ahmedlone127/2023-09-15-20split_dataset_version2_en.md b/docs/_posts/ahmedlone127/2023-09-15-20split_dataset_version2_en.md
@@ -0,0 +1,93 @@
+---
+layout: model
+title: English 20split_dataset_version2 DistilBertEmbeddings from Billwzl
+author: John Snow Labs
+name: 20split_dataset_version2
+date: 2023-09-15
+tags: [distilbert, en, open_source, fill_mask, onnx]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertEmbeddings
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertEmbeddings  model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`20split_dataset_version2` is a English model originally trained by Billwzl.
+
+{:.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/20split_dataset_version2_en_5.1.2_3.0_1694781304116.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/20split_dataset_version2_en_5.1.2_3.0_1694781304116.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("documents")
+
+
+embeddings =DistilBertEmbeddings.pretrained("20split_dataset_version2","en") \
+            .setInputCols(["documents","token"]) \
+            .setOutputCol("embeddings")
+
+pipeline = Pipeline().setStages([document_assembler, embeddings])
+
+pipelineModel = pipeline.fit(data)
+
+pipelineDF = pipelineModel.transform(data)
+
+```
+```scala
+
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text") 
+    .setOutputCol("embeddings")
+
+val embeddings = DistilBertEmbeddings 
+    .pretrained("20split_dataset_version2", "en")
+    .setInputCols(Array("documents","token")) 
+    .setOutputCol("embeddings") 
+
+val pipeline = new Pipeline().setStages(Array(document_assembler, embeddings))
+
+val pipelineModel = pipeline.fit(data)
+
+val pipelineDF = pipelineModel.transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|20split_dataset_version2|
+|Compatibility:|Spark NLP 5.1.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[embeddings]|
+|Language:|en|
+|Size:|247.0 MB|
+
+## References
+
+https://huggingface.co/Billwzl/20split_dataset_version2
diff --git a/docs/_posts/ahmedlone127/2023-09-15-20split_dataset_version3_en.md b/docs/_posts/ahmedlone127/2023-09-15-20split_dataset_version3_en.md
@@ -0,0 +1,93 @@
+---
+layout: model
+title: English 20split_dataset_version3 DistilBertEmbeddings from Billwzl
+author: John Snow Labs
+name: 20split_dataset_version3
+date: 2023-09-15
+tags: [distilbert, en, open_source, fill_mask, onnx]
+task: Embeddings
+language: en
+edition: Spark NLP 5.1.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertEmbeddings
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertEmbeddings  model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`20split_dataset_version3` is a English model originally trained by Billwzl.
+
+{:.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/20split_dataset_version3_en_5.1.2_3.0_1694781556318.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/20split_dataset_version3_en_5.1.2_3.0_1694781556318.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("documents")
+
+
+embeddings =DistilBertEmbeddings.pretrained("20split_dataset_version3","en") \
+            .setInputCols(["documents","token"]) \
+            .setOutputCol("embeddings")
+
+pipeline = Pipeline().setStages([document_assembler, embeddings])
+
+pipelineModel = pipeline.fit(data)
+
+pipelineDF = pipelineModel.transform(data)
+
+```
+```scala
+
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text") 
+    .setOutputCol("embeddings")
+
+val embeddings = DistilBertEmbeddings 
+    .pretrained("20split_dataset_version3", "en")
+    .setInputCols(Array("documents","token")) 
+    .setOutputCol("embeddings") 
+
+val pipeline = new Pipeline().setStages(Array(document_assembler, embeddings))
+
+val pipelineModel = pipeline.fit(data)
+
+val pipelineDF = pipelineModel.transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|20split_dataset_version3|
+|Compatibility:|Spark NLP 5.1.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[embeddings]|
+|Language:|en|
+|Size:|247.2 MB|
+
+## References
+
+https://huggingface.co/Billwzl/20split_dataset_version3