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Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>

* 2023-09-14-bert_base_cased_finetuned_wallisian_manual_9ep_en (#13982)

* Add model 2023-09-14-bert_base_cased_finetuned_wallisian_manual_9ep_en

* Add model 2023-09-14-bert_base_uncased_finetuned_wallisian_manual_9ep_lower_en

* Add model 2023-09-14-bert_base_cased_finetuned_wallisian_manual_10ep_en

* Add model 2023-09-14-bert_base_uncased_finetuned_wallisian_manual_10ep_lower_en

* Add model 2023-09-14-bert_csic_en

* Add model 2023-09-14-bert_pkdd_en

* Add model 2023-09-14-bert_bgl_en

* Add model 2023-09-14-bert_thunderbird_en

* Add model 2023-09-14-bert_spirit_en

* Add model 2023-09-14-bert_base_uncased_issues_128_ckandemir_en

* Add model 2023-09-14-louribert_more_tokens_zahrabahmani61_en

* Add model 2023-09-14-bert_base_uncased_finetuned_bert_auto2_en

* Add model 2023-09-14-bert_base_arabertv02_finetuned_egyption_en

* Add model 2023-09-14-bert_base_uncased_finetuned_bert_auto3_en

* Add model 2023-09-14-bert_adaptation_martin_fierro_en

* Add model 2023-09-14-bert_adaptation_vizwiz_en

* Add model 2023-09-14-bert_adaptation_peppa_pig_en

* Add model 2023-09-14-news_contrastive_pretrain_en

* Add model 2023-09-14-dummy_model_sasikarn_en

* Add model 2023-09-14-burmese_bert_model_en

* Add model 2023-09-14-multilingual_bert_model_classiffication_xx

* Add model 2023-09-14-wiki_contrastive_pretrain_en

* Add model 2023-09-14-review_contrastive_pretrain_en

* Add model 2023-09-14-bert_adaptation_referencias_german_vinos_en

* Add model 2023-09-14-ar_mbertmodel_mberttok_en

* Add model 2023-09-14-BERTUNAM_en

* Add model 2023-09-14-ar_mbertmodel_monotok_adapter_en

* Add model 2023-09-14-bert_large_cased_sigir_support_refute_no_label_40_2nd_test_LR10_8_8_en

* Add model 2023-09-14-AethiQs_GemBERT_bertje_50k_en

* Add model 2023-09-14-bert_base_uncased_issues_128_en

* Add model 2023-09-14-ar_mbertmodel_monotok_en

* Add model 2023-09-14-bert_large_cased_sigir_support_refute_no_label_40_2nd_test_LR10_8_9_en

* Add model 2023-09-14-ar_monomodel_mberttok_en

* Add model 2023-09-14-lsg16k_Italian_Legal_BERT_it

* Add model 2023-09-14-ar_monomodel_monotok_en

* Add model 2023-09-14-BiodivBERT_en

* Add model 2023-09-14-AlephBertGimmel_10_epochs_en

* Add model 2023-09-14-JavaBERT_uncased_en

* Add model 2023-09-14-fi_mbertmodel_mberttok_en

* Add model 2023-09-14-JavaBERT_en

* Add model 2023-09-14-fi_mbertmodel_monotok_adapter_en

* Add model 2023-09-14-AlephBertGimmel_20_epochs_en

* Add model 2023-09-14-BERT_Base_CT_en

* Add model 2023-09-14-fi_mbertmodel_monotok_en

* Add model 2023-09-14-AlephBertGimmel_50_epochs_en

* Add model 2023-09-14-fi_monomodel_mberttok_en

* Add model 2023-09-14-BERT_Base_NLI_CT_en

* Add model 2023-09-14-fi_monomodel_monotok_en

* Add model 2023-09-14-BERT_Large_CT_en

* Add model 2023-09-14-InLegalBERT_cbp_lkg_triples_finetuned_en

* Add model 2023-09-14-distilbert_base_german_cased_de

* Add model 2023-09-14-hf_distilbert_imdb_mlm_cosine_en

* Add model 2023-09-14-distillbert_base_spanish_uncased_finetuned_spanish_corpus_en

* Add model 2023-09-14-distilbert_base_german_cased_de

* Add model 2023-09-14-hf_distilbert_imdb_mlm_cosine_en

* Add model 2023-09-14-distillbert_base_spanish_uncased_finetuned_spanish_corpus_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_imdb_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned2_imdb_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_squad_d5716d28_en

* Add model 2023-09-14-distilbert_v1_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_imdb_accelerate_en

* Add model 2023-09-14-distilbert_base_spanish_uncased_es

* Add model 2023-09-14-distilbert_fa_zwnj_base_MLM_pquad_2_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_imdb_accelerate_en

* Add model 2023-09-14-google_Job_data_tuned_trial_1_en

* Add model 2023-09-14-customer_data_tuned_trial_1_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_recipe_accelerate_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_CT_en

* Add model 2023-09-14-BERT_Distil_CT_en

* Add model 2023-09-14-distilbert_fa_zwnj_base_MLM_pquad_en

* Add model 2023-09-14-dbert_finetuned_en

* Add model 2023-09-14-mdistilbertV3.1_en

* Add model 2023-09-14-marathi_distilbert_mr

* Add model 2023-09-14-distilbert_base_uncased_finetuned_imdb_whole_word_en

* Add model 2023-09-14-UKRI_DistilBERT_en

* Add model 2023-09-14-first_try_4_en

* Add model 2023-09-14-distilbert_base_25lang_cased_xx

* Add model 2023-09-14-distilbert_base_uncased_finetuned_kintweetsE_en

* Add model 2023-09-14-mlm_model_en

* Add model 2023-09-14-debiasing_pre_trained_contextualised_embeddings_distil_bert_en

* Add model 2023-09-14-distilbert_base_multilingual_cased_finetuned_kintweetsE_xx

* Add model 2023-09-14-distilbert_base_german_cased_finetuned_amazon_reviews_de

* Add model 2023-09-14-distilbert_base_uncased_finetuned_cvent_2022_en

* Add model 2023-09-15-google_Job_data_tuned_trial_2_11_2_2022_en

* Add model 2023-09-15-distilbert_base_en_ar_cased_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_cvent_2019_2022_en

* Add model 2023-09-15-film20000distilbert_base_uncased_en

* Add model 2023-09-14-DistilBert_Finetuned_SpMLM_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_homedepot_en

* Add model 2023-09-14-Medicaldistilbert_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_recipe_accelerate_1_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_nitro_en

* Add model 2023-09-14-remote_sensing_distilbert_cased_en

* Add model 2023-09-15-distilbert_base_german_cased_de

* Add model 2023-09-15-hf_distilbert_imdb_mlm_cosine_en

* Add model 2023-09-14-BERT_Distil_NLI_CT_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_domain_adaptation_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_ysugawa_en

* Add model 2023-09-15-distilbert_v1_en

* Add model 2023-09-14-distilbert_base_uncased_linkedin_domain_adaptation_en

* Add model 2023-09-14-distilbert_base_uncased_aisera_texts_v3_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_civi_cooments_accelerate_en

* Add model 2023-09-14-Masked_Language_Model_en

* Add model 2023-09-14-bertino_lsg_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_speeches_en

* Add model 2023-09-15-distilbert_base_en_bg_cased_en

* Add model 2023-09-15-distillbert_base_spanish_uncased_finetuned_spanish_corpus_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_mlm_2_en

* Add model 2023-09-15-debiasing_pre_trained_contextualised_embeddings_distil_bert_en

* Add model 2023-09-14-train_mask_language_model_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_sabby_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned2_imdb_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_ghost1_en

* Add model 2023-09-14-distilbert_base_uncased_aisera_texts_en

* Add model 2023-09-14-distilbert_embeddings_clinical_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_liquannan_en

* Add model 2023-09-14-distilbert_base_uncased_finetuned_mlm_1_en

---------

Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>

* 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 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_rdvdsn_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_dchung117_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_mholi_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_arunadiraju_en

* Add model 2023-09-15-distilbert_splade_en

* Add model 2023-09-15-hinglish_distilbert_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_hina_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_amazon_review_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_imdb_accelerate_mascariddu8_en

* Add model 2023-09-15-distilbert_base_uncased_finetuned_squad_d5716d28_mbateman_en

* Add model 2023-09-15-distilbert_base_english_french_chinese_japanese_vietnamese_cased_en

* Add model 2023-09-15-we4lkd_aml_distilbert_1921_2013_en

* Add model 2023-09-15-distilbert_base_english_thai_cased_en

* Add model 2023-09-15-distilbert_base_english_japanese_cased_en

* Add model 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>

* 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_word_swapping_synonym_4_en (#13992)

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_embedding_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_word_swapping_embedding_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_eda_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_eda_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_emotion_eda_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_add_v2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_random_0_en

* Add model 2023-09-18-albert_base_v1_mnli_en

* Add model 2023-09-18-albert_dnd_intents_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_synonym_0_en

* Add model 2023-09-18-albert_large_v2_cola_en

* Add model 2023-09-18-albert_base_vitaminc_flagging_en

* Add model 2023-09-18-sst2_eda_albert_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_add_v3_greedy_en

* Add model 2023-09-18-albert_base_vitaminc_mnli_en

* Add model 2023-09-18-albert_large_v2_rte_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_emotion_add_v3_greedy_en

* Add model 2023-09-18-trecdl22_crossencoder_albert_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_embedding_4_en

* Add model 2023-09-18-albert_xlarge_vitaminc_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_synonym_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_word_swapping_synonym_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_word_swapping_random_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_vanilla_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_synonym_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_vanilla_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_word_swapping_random_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_embedding_0_en

* Add model 2023-09-18-albert_base_v2_hoax_classifier_v1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_vanilla_en

* Add model 2023-09-18-albert_base_v2_mbti_classification_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_embedding_1_en

* Add model 2023-09-18-albert_xxlarge_v2_hoax_classifier_v1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_word_swapping_synonym_2_en

* Add model 2023-09-18-albert_large_v2_sst2_en

* Add model 2023-09-18-albert_xxlarge_v2_snli_mnli_fever_anli_r1_r2_r3_nli_en

* Add model 2023-09-18-autotrain_security_text_classification_albert_688320769_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_word_swapping_synonym_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_embedding_4_en

* Add model 2023-09-18-albert_base_fever_claim_related_en

* Add model 2023-09-18-albert_xxlarge_v2_hoax_classifier_def_v1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_random_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_word_swapping_synonym_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_vanilla_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_word_swapping_random_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_random_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_word_swapping_synonym_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_eda_0_en

* Add model 2023-09-18-yhi_message_type_paraphrase_albert_small_v2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_synonym_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_word_swapping_random_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_word_swapping_random_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_word_swapping_random_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_eda_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_word_swapping_random_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_word_swapping_synonym_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_eda_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_word_swapping_random_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_random_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_word_swapping_random_1_en

* Add model 2023-09-18-nosql_identifier_albert_en

* Add model 2023-09-18-albert_base_v2_hoax_classifier_fulltext_v1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_word_swapping_random_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_vanilla_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_synonym_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_word_swapping_synonym_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_word_swapping_synonym_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_word_swapping_synonym_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_eda_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_add_v5_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_eda_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_add_v3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_synonym_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_word_swapping_random_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_emotion_word_swapping_synonym_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_emotion_add_v5_en

* Add model 2023-09-18-albert_base_v2_sts_b_en

* Add model 2023-09-18-albert_base_v2_rotten_tomatoes_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_random_3_en

* Add model 2023-09-18-albert_base_v2_yelp_polarity_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_embedding_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_add_v2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_word_swapping_random_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_eda_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_eda_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_add_v3_greedy_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_emotion_word_swapping_random_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_word_swapping_synonym_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_emotion_word_swapping_embedding_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_word_swapping_random_3_en

* Add model 2023-09-18-albert_base_v2_toxicity_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_word_swapping_random_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_word_swapping_embedding_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_back_translation_en

* Add model 2023-09-18-albert_base_v2_snli_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_eda_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_word_swapping_random_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_add_v3_en

* Add model 2023-09-18-albert_large_v2_cls_sst2_en

* Add model 2023-09-18-mnli_albert_base_v2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_add_v5_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_add_v3_greedy_en

* Add model 2023-09-18-albert_base_mnli_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_word_swapping_random_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_word_swapping_synonym_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_eda_1_en

* Add model 2023-09-18-albert_base_v2_finetuned_filtered_0609_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_add_v2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_citation_intent_word_swapping_synonym_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_word_swapping_synonym_4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_random_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_emotion_word_swapping_synonym_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_word_swapping_synonym_1_en

* Add model 2023-09-18-albert_offensive_lm_tapt_finetuned_en

* Add model 2023-09-18-albert_small_kor_cross_encoder_v1_ko

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_random_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_eda_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_eda_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_eda_3_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_embedding_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_eda_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_rct_sample_word_swapping_synonym_1_en

* Add model 2023-09-18-albert_goodnotes_reddit_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_embedding_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_back_translation_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_word_swapping_embedding_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_word_swapping_synonym_1_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_word_swapping_random_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_chemprot_word_swapping_embedding_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_irony_add_v4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_back_translation_en

* Add model 2023-09-18-albert_base_vitaminc_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_word_swapping_random_0_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_sciie_eda_2_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_tweet_eval_hate_add_v3_greedy_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_add_v4_en

* Add model 2023-09-18-m3_experiment_albert_base_v2_amcd_word_swapping_random_1_en

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---------

Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>

* Add model 2023-09-18-AtgxRobertaBaseSquad2_en (#13988)

Co-authored-by: LIN-Yu-Ting <yuting.lin@atgenomix.com>

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make sure spark_version is 3.0

---------

Co-authored-by: DevinTDHa <duc.hatrung95@gmail.com>
Co-authored-by: Maziyar Panahi <maziyar.panahi@iscpif.fr>

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---------

Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>

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---------

Co-authored-by: SKocer <samedkocer22@gmail.com>

---------

Co-authored-by: jsl-models <74001263+jsl-models@users.noreply.github.com>
Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>
Co-authored-by: prabod <prabod@rathnayaka.me>
Co-authored-by: purulalwani <purulalwani@gmail.com>
Co-authored-by: veerdhwaj <veerdhwaj@aol.com>
Co-authored-by: DevinTDHa <duc.hatrung95@gmail.com>
Co-authored-by: Devin Ha <33089471+DevinTDHa@users.noreply.github.com>
Co-authored-by: LIN-Yu-Ting <yuting.lin@atgenomix.com>
Co-authored-by: SKocer <samedkocer22@gmail.com>
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125 changes: 125 additions & 0 deletions docs/_posts/DevinTDHa/2023-09-20-image_captioning_vit_gpt2_en.md
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---
layout: model
title: Image Caption with VisionEncoderDecoder ViT GPT2
author: John Snow Labs
name: image_captioning_vit_gpt2
date: 2023-09-20
tags: [en, vit, gpt2, image, captioning, open_source, tensorflow]
task: Image Captioning
language: en
edition: Spark NLP 5.1.2
spark_version: 3.0
supported: true
engine: tensorflow
annotator: VisionEncoderDecoderForImageCaptioning
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

This is an image captioning model using ViT to encode images and GPT2 to generate captions. Original model from https://huggingface.co/nlpconnect/vit-gpt2-image-captioning

## Predicted Entities



{:.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/image_captioning_vit_gpt2_en_5.1.2_3.0_1695215721202.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/image_captioning_vit_gpt2_en_5.1.2_3.0_1695215721202.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
import sparknlp
from sparknlp.base import *
from sparknlp.annotator import *
from pyspark.ml import Pipeline
imageDF = spark.read \
.format("image") \
.option("dropInvalid", value = True) \
.load("src/test/resources/image/")
imageAssembler = ImageAssembler() \
.setInputCol("image") \
.setOutputCol("image_assembler")
imageCaptioning = VisionEncoderDecoderForImageCaptioning \
.pretrained() \
.setBeamSize(2) \
.setDoSample(False) \
.setInputCols(["image_assembler"]) \
.setOutputCol("caption")
pipeline = Pipeline().setStages([imageAssembler, imageCaptioning])
pipelineDF = pipeline.fit(imageDF).transform(imageDF)
pipelineDF \
.selectExpr("reverse(split(image.origin, '/'))[0] as image_name", "caption.result") \
.show(truncate = False)
```
```scala
import com.johnsnowlabs.nlp.annotator._
import com.johnsnowlabs.nlp.ImageAssembler
import org.apache.spark.ml.Pipeline

val imageDF: DataFrame = spark.read
.format("image")
.option("dropInvalid", value = true)
.load("src/test/resources/image/")

val imageCaptioning = new ImageAssembler()
.setInputCol("image")
.setOutputCol("image_assembler")

val imageClassifier = VisionEncoderDecoderForImageCaptioning
.pretrained()
.setBeamSize(2)
.setDoSample(false)
.setInputCols("image_assembler")
.setOutputCol("caption")

val pipeline = new Pipeline().setStages(Array(imageAssembler, imageCaptioning))
val pipelineDF = pipeline.fit(imageDF).transform(imageDF)

pipelineDF
.selectExpr("reverse(split(image.origin, '/'))[0] as image_name", "caption.result")
.show(truncate = false)
```
</div>

## Results

```bash
+-----------------+---------------------------------------------------------+
|image_name |result |
+-----------------+---------------------------------------------------------+
|palace.JPEG |[a large room filled with furniture and a large window] |
|egyptian_cat.jpeg|[a cat laying on a couch next to another cat] |
|hippopotamus.JPEG|[a brown bear in a body of water] |
|hen.JPEG |[a flock of chickens standing next to each other] |
|ostrich.JPEG |[a large bird standing on top of a lush green field] |
|junco.JPEG |[a small bird standing on a wet ground] |
|bluetick.jpg |[a small dog standing on a wooden floor] |
|chihuahua.jpg |[a small brown dog wearing a blue sweater] |
|tractor.JPEG |[a man is standing in a field with a tractor] |
|ox.JPEG |[a large brown cow standing on top of a lush green field]|
+-----------------+---------------------------------------------------------+
```

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|image_captioning_vit_gpt2|
|Compatibility:|Spark NLP 5.1.2+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[image_assembler]|
|Output Labels:|[caption]|
|Language:|en|
|Size:|890.3 MB|
61 changes: 61 additions & 0 deletions docs/_posts/LIN-Yu-Ting/2023-09-18-AtgxRobertaBaseSquad2_en.md
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---
layout: model
title: Atgenomix Testing QA Model
author: LIN-Yu-Ting
name: AtgxRobertaBaseSquad2
date: 2023-09-18
tags: [en, open_source, tensorflow]
task: Question Answering
language: en
edition: Spark NLP 4.4.3
spark_version: 3.4
supported: false
engine: tensorflow
annotator: RoBertaForQuestionAnswering
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Testing Question Answering model for Atgenomix usage

## Predicted Entities



{:.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/community.johnsnowlabs.com/LIN-Yu-Ting/AtgxRobertaBaseSquad2_en_4.4.3_3.4_1695000774804.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://community.johnsnowlabs.com/LIN-Yu-Ting/AtgxRobertaBaseSquad2_en_4.4.3_3.4_1695000774804.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
import sparknlp
spark = sparknlp.start()
```

</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|AtgxRobertaBaseSquad2|
|Compatibility:|Spark NLP 4.4.3+|
|License:|Open Source|
|Edition:|Community|
|Input Labels:|[document_question, document_context]|
|Output Labels:|[answer]|
|Language:|en|
|Size:|460.0 MB|
|Case sensitive:|true|
|Max sentence length:|512|
99 changes: 99 additions & 0 deletions docs/_posts/SKocer/2023-09-22-bert_embeddings_allnli_gronlp_base_dutch_cased_nl.md
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---
layout: model
title: Dutch BertEmbeddings Base Cased model (from textgain)
author: John Snow Labs
name: bert_embeddings_allnli_gronlp_base_dutch_cased
date: 2023-09-22
tags: [nl, open_source, bert_embeddings, onnx]
task: Embeddings
language: nl
edition: Spark NLP 5.1.0
spark_version: 3.0
supported: true
engine: onnx
annotator: BertEmbeddings
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Pretrained BertEmbeddings model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP. `allnli-GroNLP-bert-base-dutch-cased` is a Dutch model originally trained by `textgain`.

{:.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/bert_embeddings_allnli_gronlp_base_dutch_cased_nl_5.1.0_3.0_1695368402996.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/bert_embeddings_allnli_gronlp_base_dutch_cased_nl_5.1.0_3.0_1695368402996.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
documentAssembler = DocumentAssembler() \
.setInputCols(["text"]) \
.setOutputCols("document")

tokenizer = Tokenizer() \
.setInputCols("document") \
.setOutputCol("token")

bert_loaded = BertEmbeddings.pretrained("bert_embeddings_allnli_gronlp_base_dutch_cased","nl") \
.setInputCols(["document", "token"]) \
.setOutputCol("embeddings") \
.setCaseSensitive(True)

pipeline = Pipeline(stages=[documentAssembler, tokenizer, bert_loaded])

data = spark.createDataFrame([["I love Spark NLP"]]).toDF("text")

result = pipeline.fit(data).transform(data)
```
```scala
val documentAssembler = new DocumentAssembler()
.setInputCols(Array("text"))
.setOutputCols(Array("document"))

val tokenizer = new Tokenizer()
.setInputCols("document")
.setOutputCol("token")

val bert_loaded = BertEmbeddings.pretrained("bert_embeddings_allnli_gronlp_base_dutch_cased","nl")
.setInputCols(Array("document", "token"))
.setOutputCol("embeddings")
.setCaseSensitive(true)

val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, bert_loaded))

val data = Seq("I love Spark NLP").toDS.toDF("text")

val result = pipeline.fit(data).transform(data)
```
</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|bert_embeddings_allnli_gronlp_base_dutch_cased|
|Compatibility:|Spark NLP 5.1.0+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[document, token]|
|Output Labels:|[bert]|
|Language:|nl|
|Size:|406.8 MB|
|Case sensitive:|true|

## References

- https://huggingface.co/textgain/allnli-GroNLP-bert-base-dutch-cased
- https://www.SBERT.net
- https://www.SBERT.net
- https://www.SBERT.net
- https://seb.sbert.net?model_name=%7BMODEL_NAME%7D
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