From 055e2291c079a9317a880fed340c0bbc993a39d7 Mon Sep 17 00:00:00 2001 From: pabla Date: Mon, 16 Dec 2024 00:21:22 +0700 Subject: [PATCH] Update Spark NLP version (#14478) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Models hub (#14420) Co-authored-by: ahmedlone127 * Add a new llama_cpp engine (#14436) * tasks-docs-integration (#14428) * Update navigation.yml Adding "- Tasks" page to SparkNLP Docs * adding task files * Introducing BertForMultipleChoice transformer (#14435) * [SPARKNLP-1084] Introducing BertForMultipleChoice * [SPARKNLP-1084] Introducing BertForMultipleChoice transformer * fixing the missing import * Fix pretrained models not being found on dbfs systems (#14438) * [SPARKNLP-1067] PromptAssembler (#14439) * [SPARKNLP-1067] PromptAssembler Prototype * [SPARKNLP-1067] PromptAssembler Scala Side * [SPARKNLP-1067] PromptAssembler Python Side * [SPARKNLP-1067] Add example for PromptAssembler * [SPARKNLP-1067] Add documentation for PromptAssembler * [SPARKNLP-1067] Update llamacpp dependency * Switch to slowtest for promptasssembler * [SPARKNLP-1084] Adding notebooks for BertForMultipleChoice * name llama_cpp to llamacpp engine * add a default engine to the AutoGGUFModel * Bump to 5.5.1 and update CHANGELOG [run doc] * Update Scala and Python APIs * release conda 5.5.1 [skip test] * Fix tasks path in navigation * Models hub (#14458) Co-authored-by: ahmedlone127 * Add model 2024-09-23-phi3.5_mini_4k_instruct_q4_gguf_en (#14410) Co-authored-by: DevinTDHa * 2024-09-23-bert_finetuned_ner_asos_uncased_pipeline_en (#14409) * Add model 2024-09-11-symptoms_tonga_tonga_islands_diagnosis_sonatafyai_bert_v1_sonatafyai_pipeline_en * Add model 2024-09-20-lenate_model_8_en * Add model 2024-09-23-sent_bert_base_uncased_dish_descriptions_128_0_5m_en * Add model 2024-09-24-transcript_classification_pipeline_en * Add model 2024-09-10-output_en * Add model 2024-09-24-rinna_roberta_qa_arcd1_en * Add model 2024-09-20-distilbert_base_uncased_odm_zphr_0st42sd_ut72ut1_plprefix0stlarge80_simsp_pipeline_en * Add model 2024-09-21-berturk_earthquake_tweets_classification_pipeline_en * Add model 2024-09-23-xlm_roberta_base_finetuned_panx_french_esperesa_en * Add model 2024-09-17-whisper_tiny_lbr47_en * Add model 2024-09-24-xlm_roberta_base_finetuned_panx_all_k3lana_en * Add model 2024-09-14-iwslt17_marian_big_ctx2_cwd0_english_french_pipeline_en * Add model 2024-09-23-sent_bert_base_greek_uncased_v6_finetuned_polylex_malagasy_pipeline_en * Add model 2024-09-24-kinyaroberta_large_kinte_finetuned_kinyarwanda_sent3_pipeline_en * Add model 2024-09-24-distilroberts_base_mrpc_glue_jeraldflowers_en * Add model 2024-09-24-fakenews_classifier_nela_gt_en * Add model 2024-09-22-minilmv2_l6_h384_from_bert_large_mrqa_en * Add model 2024-09-23-sent_bertinho_galician_base_cased_gl * Add model 2024-09-20-hate_hate_random3_seed1_roberta_base_pipeline_en * Add model 2024-09-23-whisper_small_child50k_timestretch_steplr_ko * Add model 2024-09-23-distilbert_base_uncased_finetuned_emotion_2hab_en * Add model 2024-09-24-bert_base_uncased_finetune_squad_ep_3_0_lr_1e_06_wd_0_001_dp_0_2_swati_8228_southern_sotho_false_fh_true_hs_666_en * Add model 2024-09-24-xlm_roberta_base_lr5e_06_seed42_amh_esp_eng_train_en * Add model 2024-09-14-greeklegalroberta_v4_en * Add model 2024-09-22-topic_topic_random1_seed1_roberta_large_pipeline_en * Add model 2024-09-23-ensemble_roberta_pipeline_en * Add model 2024-09-23-model_1_8_pipeline_en * Add model 2024-09-24-bert_base_multilingual_cased_finetuned_rqa_xx * Add model 2024-09-23-bert_base_cased_squad_v1_1_portuguese_ibama_v0_1_pipeline_en * Add model 2024-09-23-ner_ner_random1_seed0_bernice_en * Add model 2024-09-24-xlm_roberta_base_finetuned_panx_all_hravi_en * Add model 2024-09-22-disaster_tweet_4_pipeline_en * Add model 2024-09-20-roberta_base_bc2gm_pipeline_en * Add model 2024-09-24-xlm_roberta_base_balance_vietnam_aug_delete_pipeline_en * Add model 2024-09-23-xlm_roberta_base_finetuned_panx_german_french_misterneil_en * Add model 2024-09-24-bert_base_uncased_ep_2_69_b_32_lr_4e_06_dp_0_1_swati_0_southern_sotho_true_fh_false_hs_0_pipeline_en * Add model 2024-09-24-xlm_roberta_base_finetuned_panx_german_french_dasooo_pipeline_en * Add model 2024-09-11-bert_uncased_slot_filling_en * Add model 2024-09-24-finetuning_sentiment_model_5000_samples_leonardosegurat_pipeline_en * Add model 2024-09-19-whisper_tiny_finetune_hindi_fleurs_hi * Add model 2024-09-19-distilbert_70k_qa_model_pipeline_en * Add model 2024-09-22-ner_gec_roberta_v3_en * Add model 2024-09-22-cv9_special_batch12_lr6_small_pipeline_id * Add model 2024-09-23-xlm_roberta_base_finetuned_panx_italian_seobak_en * Add model 2024-09-24-distilbert_ethics_test_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_emotion_cereline_en * Add model 2024-09-24-bert_base_uncased_finetune_squad_ep_0_5_lr_1e_05_wd_0_001_dp_0_2_swati_0_en * Add model 2024-09-22-burmese_awesome_eli5_mlm_model_afishally_en * Add model 2024-09-24-roberta_large_temp_classifier_bootstrapped_v2_pipeline_en * Add model 2024-09-24-xlm_roberta_base_finetuned_panx_english_pockypocky_en * Add model 2024-09-11-nerd_nerd_random3_seed0_twitter_roberta_base_2022_154m_en * Add model 2024-09-21-saved_model_pipeline_en * Add model 2024-09-23-bert_medquad_500_tokens_pipeline_en * Add model 2024-09-24-distilbert_coping_replies_en * Add model 2024-09-22-sent_bert_base_uncased_finetuned_bible_en * Add model 2024-09-22-clinicalbertqa_200_en * Add model 2024-09-23-distilbert_base_cased_hatespeech_ft_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_emotion_jeongyeom_pipeline_en * Add model 2024-09-22-bert_base_local_results_pipeline_en * Add model 2024-09-18-xlm_roberta_base_finetuned_panx_german_stevevee0101_en * Add model 2024-09-23-distilbert_twitterfin_padding70model_pipeline_en * Add model 2024-09-20-roberta_base_disaster_tweets_downpour_en * Add model 2024-09-24-distilbert_base_uncased_mbib_2048_en * Add model 2024-09-24-1030_1_pipeline_en * Add model 2024-09-24-1030_1_en * Add model 2024-09-24-xlm_roberta_base_finetuned_panx_german_french_rlpeter70_pipeline_en * Add model 2024-09-21-final_finetuned_model_en * Add model 2024-09-24-distilbert_base_uncased_mbib_2048_pipeline_en * Add model 2024-09-24-sent_bertinho_galician_small_cased_pipeline_gl * Add model 2024-09-24-sent_bert_persian_farsi_base_uncased_finetuned_parsbert_fa * Add model 2024-09-24-sent_jaberv2_pipeline_en * Add model 2024-09-24-finetuning_sentiment_analysis_model_3000_pipeline_en * Add model 2024-09-24-sgppellow_en * Add model 2024-09-17-distilbert_base_uncased_finetuned_transcripts_calls_avitalby_en * Add model 2024-09-24-sesgo_genero_model_pipeline_en * Add model 2024-09-24-xlm_roberta_base_finetuned_panx_all_maxnet_pipeline_en * Add model 2024-09-23-stego_classifier_checkpoint_epoch_20_2024_07_26_12_23_45_pipeline_en * Add model 2024-09-22-bert_base_uncased_finetune_squad_ep_1_29_lr_4e_07_wd_1e_05_dp_0_3_swati_0_southern_sotho_false_fh_false_hs_300_pipeline_en * Add model 2024-09-23-bert_poop_0_pipeline_en * Add model 2024-09-23-sent_bert_base_uncased_kinyarwanda_finetuned_pipeline_en * Add model 2024-09-23-xlm_roberta_base_finetuned_panx_english_juhyun76_en * Add model 2024-09-23-roberta_large_fever_sagnikrayc_en * Add model 2024-09-19-distilbert_college_experience_classifier_pipeline_en * Add model 2024-09-18-sent_ssci_bert_e4_en * Add model 2024-09-24-bert_base_uncased_finetune_squad_ep_0_5_lr_1e_05_wd_0_001_dp_0_2_swati_0_pipeline_en * Add model 2024-09-22-bert_base_uncased_finetuned_pipeline_en * Add model 2024-09-22-xlm_roberta_base_nepal_bhasa_vietnam_aug_insert_synonym_1_en * Add model 2024-09-12-spamai_pipeline_en * Add model 2024-09-20-descr_class_two_cm_en * Add model 2024-09-24-trial_model_quant_chef_en * Add model 2024-09-20-bert_math_en * Add model 2024-09-20-model_3_pipeline_en * Add model 2024-09-24-finetuning_sentiment_model_3500_samples_train_kurtbadelt_pipeline_en * Add model 2024-09-14-albert_hatespeech_classifier6_pipeline_en * Add model 2024-09-20-whisper_small_indonesian_zeinhasan_hi * Add model 2024-09-23-xlm_roberta_base_finetuned_panx_italian_henryjiang_pipeline_en * Add model 2024-09-24-spanish_sentiment_model_pysentiment_pipeline_en * Add model 2024-09-06-xlm_roberta_base_finetuned_emotion_37_labels_en * Add model 2024-09-23-xlm_roberta_base_finetuned_panx_german_french_arnaudmkonan_en * Add model 2024-09-08-qqp_microsoft_deberta_v3_base_seed_3_pipeline_en * Add model 2024-09-22-sent_ksl_bert_pipeline_en * Add model 2024-09-19-bert_base_uncased_sijia_w_pipeline_en * Add model 2024-09-19-bert_sbic_offensive_en * Add model 2024-09-22-burmese_awesome_eli5_mlm_model_philander_pipeline_en * Add model 2024-09-19-stresstweetrobertasentiment_en * Add model 2024-09-22-sentiment_sentiment_small_random3_seed0_bertweet_large_en * Add model 2024-09-23-deproberta_v4_pipeline_en * Add model 2024-09-24-lnmt15_pipeline_en * Add model 2024-09-24-xlm_roberta_base_trimmed_spanish_10000_xnli_spanish_pipeline_en * Add model 2024-09-22-platzi_distilroberta_base_mrpc_glue_ricardo_talavera_en * Add model 2024-09-24-emotion_analysis_en * Add model 2024-09-24-ner_ner_random2_seed2_roberta_large_pipeline_en * Add model 2024-09-22-0_000003_0_9_pipeline_en * Add model 2024-09-23-sent_bert_base_uncased_issues_128_pensuke_pipeline_en * Add model 2024-09-23-distilbert_emotion_gthivaios_pipeline_en * Add model 2024-09-19-distil_task_b_3_pipeline_en * Add model 2024-09-24-distilbert_base_uncased_finetuned_clinc_pbruna_en * Add model 2024-09-24-mymodel_cased_pipeline_en * Add model 2024-09-24-burmese_awesome_model_cobegreene_pipeline_en * Add model 2024-09-20-0_00005_0_999_a98zhang_en * Add model 2024-09-24-emotion_analysis_pipeline_en * Add model 2024-09-22-distilbert_07_3_pipeline_en * Add model 2024-09-22-xlm_roberta_base_finetuned_panx_german_french_hcy5561_pipeline_en * Add model 2024-09-23-bert_base_squad_v1_1_portuguese_ibama_v0_220240904191111_en * Add model 2024-09-18-mobilebert_add_pre_training_complete_en * Add model 2024-09-24-distilbert_essays_pipeline_en * Add model 2024-09-24-autotrain_1_xlmr_rs_53879126771_en * Add model 2024-09-24-distilbert_emotion_patdj_en * Add model 2024-09-23-deproberta_v4_en * Add model 2024-09-24-xlm_roberta_base_finetuned_panx_all_maxnet_en * Add model 2024-09-23-finetuning_sentiment_model_3000_samples_inn_ctrl_en * Add model 2024-09-23-finetuned_model_imsoumyaneel_25k_epoch_10_pipeline_en * Add model 2024-09-23-finetuning_sentiment_model_3000_samples_emmaly0937245_en * Add model 2024-09-20-cyberta_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_adl_hw_pipeline_en * Add model 2024-09-23-xlm_roberta_base_finetuned_panx_french_clboetticher_school_pipeline_en * Add model 2024-09-23-xlm_roberta_base_finetuned_panx_italian_zardian_pipeline_en * Add model 2024-09-18-sent_bert_base_uncased_issues_128_martinwunderlich_pipeline_en * Add model 2024-09-18-ceva_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_cc_en * Add model 2024-09-19-bert_racial_cross_validation_en * Add model 2024-09-23-roberta_base_bne_finetuned_analisis_sentimiento_textos_turisticos_mx_polaridad_en * Add model 2024-09-24-bert_large_uncased_sparse_90_unstructured_pruneofa_en * Add model 2024-09-23-xmlr_roberta_base_finetuned_panx_korean_en * Add model 2024-09-24-distilbert_finetuned_emotion_pt_sk_pipeline_en * Add model 2024-09-23-ner_clue_pipeline_en * Add model 2024-09-23-bert_base_uncased_finetune_squad_ep_1_0_lr_1e_05_wd_0_001_dp_0_99999_swati_900_pipeline_en * Add model 2024-09-23-roberta_base_airlines_news_multi_pipeline_en * Add model 2024-09-23-apps2_pipeline_en * Add model 2024-09-22-burmese_awesome_model_fabisor_pipeline_en * Add model 2024-09-20-burmese_awesome_model_bsgreenb_pipeline_en * Add model 2024-09-24-mymodel_cased_en * Add model 2024-09-20-burmese_awesome_eli5_mlm_model_zdaniar_en * Add model 2024-09-23-whisper_small_bangla_bn * Add model 2024-09-17-burmese_awesome_qa_model_meziane_en * Add model 2024-09-23-distilbert_base_uncased_odm_zphr_0st42sd_ut72ut1_plprefix0stlarge30_simsp_pipeline_en * Add model 2024-09-19-maghriberta_en * Add model 2024-09-23-results_yildizt_pipeline_en * Add model 2024-09-24-distilbert_ethics_test_pipeline_en * Add model 2024-09-19-socmed_comment_roberta_base_indonesian_smsa_pipeline_en * Add model 2024-09-24-nerubios_roberta_base_bne_training_testing_pipeline_en * Add model 2024-09-22-sent_astro_hep_bert_en * Add model 2024-09-23-whisper_medium_portuguese_cv16_fleurs2_lr_wu_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_dataset_en * Add model 2024-09-23-finetuning_sentiment_model_3000_samples_ritesh47_en * Add model 2024-09-18-distilbert_emotion_neelaa_en * Add model 2024-09-24-whisper_small_hindi_abatula_pipeline_en * Add model 2024-09-22-finetuning_sentiment_model_3000_samples_neo111x_en * Add model 2024-09-23-xlm_roberta_base_xnli_spanish_trimmed_spanish_10000_pipeline_en * Add model 2024-09-24-bert_vllm_gemma2b_8_pipeline_en * Add model 2024-09-20-tmp_trainer_rajendrabaskota_pipeline_en * Add model 2024-09-19-whisper_small_hausa_seon25_pipeline_ha * Add model 2024-09-21-case_classifier_pipeline_en * Add model 2024-09-24-tmp0xmacdh7_en * Add model 2024-09-21-bert_large_cased_squad_model2_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_sst_2_english_beijaflor2024_en * Add model 2024-09-24-finetuning_sentiment_model_3000_samples_yudingwang_en * Add model 2024-09-24-sentiment_analysis_model_mahmoud8_pipeline_en * Add model 2024-09-23-bert_large_uncased_whole_word_masking_finetuned_policy_number_en * Add model 2024-09-21-twitterfin_padding100model_en * Add model 2024-09-19-xlm_roberta_base_finetuned_panx_german_dinasalama_pipeline_en * Add model 2024-09-24-finetuning_sentiment_analysis_model_3000_en * Add model 2024-09-23-disaster_tweet_3_en * Add model 2024-09-20-distilbert_base_uncased_finetuned_emotion_jhagege_en * Add model 2024-09-21-bert_base_uncased_ep_1_56_b_8_lr_4e_07_dp_1_0_swati_0_southern_sotho_false_fh_false_hs_400_pipeline_en * Add model 2024-09-19-distilbert_base_uncased_finetuned_squad_d5716d28_coreyabs_db_pipeline_en * Add model 2024-09-23-bert_medquad_500_tokens_en * Add model 2024-09-16-2nddeproberta_pipeline_en * Add model 2024-09-15-burmese_awesome_qa_model_faaany_pipeline_en * Add model 2024-09-23-whisper_tiny_minds14_sjdata_en * Add model 2024-09-21-distilbert_base_uncased_finetuned_qnli_abhinavreddy17_pipeline_en * Add model 2024-09-23-n_distilbert_twitterfin_padding30model_en * Add model 2024-09-20-distilbert_base_uncased_odm_zphr_0st42sd_ut72ut1large90pfxnf_simsp_en * Add model 2024-09-24-distilbert_base_uncased_5000_questions_gt_3_5epochs_pipeline_en * Add model 2024-09-21-sent_bert_base_multilingual_cased_finetuned_igbo_pipeline_xx * Add model 2024-09-22-bert_base_cased_plane_ood_2_pipeline_en * Add model 2024-09-23-sent_bert_base_english_portuguese_cased_en * Add model 2024-09-24-distilbert_base_uncased_finetuned_clinc_nachikethmurthy666_en * Add model 2024-09-20-burmese_model_jiangwf_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_cola_gamallo_en * Add model 2024-09-23-sent_tiny_mlm_glue_mrpc_pipeline_en * Add model 2024-09-22-genztranscribe_base_hindi_pipeline_en * Add model 2024-09-16-translator_en * Add model 2024-09-24-distilbert_base_uncased_finetuned_cola_robuved_pipeline_en * Add model 2024-09-20-distilbert_base_uncased_finetuned_emotion_edarmartinez_en * Add model 2024-09-24-bsc_bio_ehr_spanish_symptemist_es * Add model 2024-09-16-burmese_awesome_qa_model_bibibobo777_en * Add model 2024-09-24-whisper_small_hk_en * Add model 2024-09-24-n_distilbert_sst5_padding0model_wyzhw_en * Add model 2024-09-24-whisper_small_hk_pipeline_en * Add model 2024-09-20-distilbert_base_uncased_finetuned_emotion_chhabi_en * Add model 2024-09-23-whisper_tiny_spanish_spanish_nemo_unified_2024_06_26_09_12_11_pipeline_en * Add model 2024-09-23-roberta_base_bne_finetuned_analisis_sentimiento_textos_turisticos_mx_polaridad_pipeline_en * Add model 2024-09-24-burmese_awesome_model_cobegreene_en * Add model 2024-09-23-burmese_awesome_eli5_mlm_model_eitanli_pipeline_en * Add model 2024-09-23-sent_arabertmo_base_v8_pipeline_en * Add model 2024-09-24-withinapps_ndd_ppma_test_content_cwadj_en * Add model 2024-09-10-cuad_distil_document_name_cased_08_31_v1_pipeline_en * Add model 2024-09-21-roberta_large_finetuned_m_express_emo_en * Add model 2024-09-23-distilbert_sanskrit_saskta_glue_experiment_logit_kd_qnli_384_pipeline_en * Add model 2024-09-22-finetuning_sentiment_model_3000_samples_lwhite_pipeline_en * Add model 2024-09-19-roberta_base_genia_ner_pipeline_en * Add model 2024-09-22-roberta_cws_ctb6_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_travel_zphr_0st_ut72ut1_plainprefix_simsp_pipeline_en * Add model 2024-09-20-your_repo_name_iwaves_pipeline_en * Add model 2024-09-23-xlm_roberta_base_tweet_sentiment_italian_trimmed_italian_15000_en * Add model 2024-09-24-distilbert_base_uncased_finetuned_clinc_pbruna_pipeline_en * Add model 2024-09-21-distilroberta_rbm213k_ep40_ep20_en * Add model 2024-09-24-distilbert_base_uncased_odm_zphr_0st30sd_ut72ut1large30pfxnf_simsp_pipeline_en * Add model 2024-09-21-sent_aristoberto_en * Add model 2024-09-23-distilbert_fine_turned_classification_en * Add model 2024-09-24-portuguese_up_xlmr_contextincluded_idiomexcluded_4_best_pipeline_en * Add model 2024-09-24-nuner_v1_ontonotes5_pipeline_en * Add model 2024-09-23-whipser_small_r2_pipeline_en * Add model 2024-09-23-dp_roberta_large_finetuned_pipeline_en * Add model 2024-09-18-distilbert_base_uncased_finetuned_emotion_teraz_pipeline_en * Add model 2024-09-24-mbert_argmining_abstrct_english_spanish_pipeline_es * Add model 2024-09-24-distilbert_base_uncased_finetuned_tweet_eval_sentiment_pipeline_en * Add model 2024-09-18-albert_base_jackh1995_en * Add model 2024-09-09-sentiment_analysis_benlitzen43_en * Add model 2024-09-19-sbic_roberta_text_disagreement_predictor_en * Add model 2024-09-18-distilbert_base_uncased_finetuned_squad_d5716d28_alex_atelo_pipeline_en * Add model 2024-09-24-finbert_ner_en * Add model 2024-09-22-withinapps_ndd_mrbs_test_tags_cwadj_en * Add model 2024-09-21-burmese_awesome_model_riaraju_en * Add model 2024-09-23-hate_hate_balance_random2_seed0_twitter_roberta_base_2021_124m_en * Add model 2024-09-20-distilbert_sanskrit_saskta_glue_experiment_logit_kd_data_aug_qqp_pipeline_en * Add model 2024-09-20-distillbert_qsc_en * Add model 2024-09-18-distilbert_turkish_turkish_news_tr * Add model 2024-09-19-sbic_roberta_text_disagreement_predictor_pipeline_en --------- Co-authored-by: ahmedlone127 * 2024-09-23-distilbert_base_uncased_finetuned_cola_garyseventeen_en (#14412) * Add model 2024-09-24-bert_base_uncased_newscategoryclassification_en * Add model 2024-09-20-llm_b_hw1_en * Add model 2024-09-25-rubert_tiny2_russian_financial_sentiment_ru * Add model 2024-09-25-adrv2024_paragon_analytics_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_cola_avb_pipeline_en * Add model 2024-09-25-rubert_tiny2_russian_financial_sentiment_pipeline_ru * Add model 2024-09-25-sembr2023_bert_mini_pipeline_en * Add model 2024-09-25-bert_base_finetuned_ynat_zgotter_pipeline_en * Add model 2024-09-20-burmese_awesome_model_priority_3_en * Add model 2024-09-22-final_model_thebisso09_en * Add model 2024-09-25-phrasebank_sentiment_analysis_stolbiq_en * Add model 2024-09-22-xlm_roberta_base_ft_udpos213_top8lang_southern_sotho_en * Add model 2024-09-25-mitre_bert_base_cased_pipeline_en * Add model 2024-09-22-distilbert_base_uncased_finetuned_emotion_yashcfc_en * Add model 2024-09-25-bert_base_sayula_popoluca_theseus_bulgarian_bg * Add model 2024-09-24-patient_doctor_text_classifier_eng_en * Add model 2024-09-25-bert_large_ner_pii_062024_en * Add model 2024-09-25-bert_swe_skills_ner_en * Add model 2024-09-22-bert_base_uncased_squad_v1_en * Add model 2024-09-25-bert_swe_skills_ner_pipeline_en * Add model 2024-09-25-yahoo1_pipeline_en * Add model 2024-09-25-test_trainer_gaito_20_en * Add model 2024-09-25-bert_base_uncased_finetuned_rte_max_length_512_epoch_10_en * Add model 2024-09-25-fine_tuned_bert_czech_wikann_en * Add model 2024-09-25-marbertv2_flat_seed_42_en * Add model 2024-09-25-biomednlp_pubmedbert_proteinstructure_ner_v1_2_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_rte_max_length_512_epoch_10_pipeline_en * Add model 2024-09-25-jaberv2_pipeline_en * Add model 2024-09-23-test1_sss2000_pipeline_en * Add model 2024-09-25-matscibert_cner_pipeline_en * Add model 2024-09-25-bert_base_multilingual_uncased_finetuned_for_multilang_ner_pipeline_xx * Add model 2024-09-22-hw01_acezkevinz_pipeline_en * Add model 2024-09-25-bert_base_uncased_imdb_yujiepan_pipeline_en * Add model 2024-09-25-2d_psn_1600_en * Add model 2024-09-25-bert_base_msmarco_fiqa_en * Add model 2024-09-25-bert_base_uncased_finetuned_learningrate_2_cola_4e_05_pipeline_en * Add model 2024-09-25-pabee_bert_base_sst2_en * Add model 2024-09-25-albertv2_dc_unsorted_dec_cf_pipeline_en * Add model 2024-09-25-bert_finetuned_age_pipeline_en * Add model 2024-09-25-pardonmyai_tiny_pipeline_en * Add model 2024-09-25-bert_base_multilingual_uncased_sentiment_finetuned_meia_analisisdesentimientos_jumartineze_pipeline_xx * Add model 2024-09-25-bert_base_multilingual_uncased_sentiment_finetuned_meia_analisisdesentimientos_jumartineze_xx * Add model 2024-09-25-fakenews_bert_base_cased_denyol_pipeline_en * Add model 2024-09-25-bert_base_uncased_8_50_0_01_en * Add model 2024-09-25-bert_base_uncased_finetuned_depression_pipeline_en * Add model 2024-09-25-fakenews_bert_base_cased_denyol_en * Add model 2024-09-25-favs_filtersort_multilabel_classification_bert_base_cased_jacquesle_en * Add model 2024-09-17-whisper_small_vietmed_free_e3_11_pipeline_vi * Add model 2024-09-25-clasificador_poem_sentiment_pipeline_en * Add model 2024-09-23-burmese_awesome_qa_model_dennischan_pipeline_en * Add model 2024-09-25-bert_base_banking77_pt2_dangdana_pipeline_en * Add model 2024-09-23-missingbertmodelfinal1_en * Add model 2024-09-25-postagger_bio_portuguese_pt * Add model 2024-09-25-sent_cl_arabertv0_1_base_pipeline_en * Add model 2024-09-22-burmese_awesome_model_ian_ailex_pipeline_en * Add model 2024-09-25-bert_base_multilingual_uncased_vaxxstance_spanish_xx * Add model 2024-09-25-autotrain_bertbase_imdb_1275748792_pipeline_en * Add model 2024-09-25-movie_genre_classifier_davooddkareshki_pipeline_en * Add model 2024-09-25-english_astitchtask1a_bertbasecased_falsetrue_0_3_best_en * Add model 2024-09-25-mbert_finetuned_sdgs_en * Add model 2024-09-25-twitter_sentiment_analysis_en * Add model 2024-09-25-favs_filtersort_multilabel_classification_bert_base_cased_nguyenkhoa2407_en * Add model 2024-09-25-finetuning_classification_model_3000_samples_pipeline_en * Add model 2024-09-25-favs_filtersort_multilabel_classification_bert_base_cased_nguyenkhoa2407_pipeline_en * Add model 2024-09-25-requirements_ambiguity_v2_pipeline_nl * Add model 2024-09-25-bert_base_multilingual_uncased_sentiment_finetuned_qqp_pipeline_xx * Add model 2024-09-23-cold_fusion_itr25_seed4_pipeline_en * Add model 2024-09-25-bert_base_uncased_sst_en * Add model 2024-09-25-sent_bert_base_uncased_model_attribution_challenge_en * Add model 2024-09-21-bert_base_uncased_finetuned_quac_1qahistory_pipeline_en * Add model 2024-09-25-n_bert_imdb_padding80model_en * Add model 2024-09-25-bert_base_uncased_finetuned_mnli_max_length_256_epoch_5_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_mnli_max_length_256_epoch_5_en * Add model 2024-09-25-bert_baseline_en * Add model 2024-09-25-bert_tiny_massive_intent_kd_bert_and_distilbert_pipeline_en * Add model 2024-09-25-bert_tiny_massive_intent_kd_bert_and_distilbert_en * Add model 2024-09-25-n_bert_sst5_padding100model_en * Add model 2024-09-25-bert_base_vietnamese_pipeline_vi * Add model 2024-09-25-bert_nlp_project_ft_imdb_ds_news_en * Add model 2024-09-23-xlm_roberta_base_trimmed_italian_tweet_sentiment_italian_pipeline_en * Add model 2024-09-18-finetuning_sentiment_model_3000_samples_bberken_en * Add model 2024-09-24-roberta_base_epoch_53_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_news_1929_1932_pipeline_en * Add model 2024-09-25-response_score_en * Add model 2024-09-25-bert_base_chinese_finetuning_financial_news_sentiment_zh * Add model 2024-09-25-bert_tiny_emotion_kd_bert_en * Add model 2024-09-25-modelo_racismo_9_april_24_en * Add model 2024-09-25-base_bert_finetuned_mtsamples_en * Add model 2024-09-25-phrasebank_sentiment_analysis_fakhry_en * Add model 2024-09-25-bert_base_finetuned_sts_rurupang_pipeline_en * Add model 2024-09-25-bert_base_finetuned_sts_rurupang_en * Add model 2024-09-25-n_bert_twitterfin_padding90model_pipeline_en * Add model 2024-09-25-adrv2024_paragon_analytics_en * Add model 2024-09-25-ideology_facebookai_xlm_roberta_large_en * Add model 2024-09-25-bert_base_uncased_emotion_ft_en * Add model 2024-09-25-out_glue_mnli_en * Add model 2024-09-17-fine_tuned_albert_tweets_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_emotion_jrsky_pipeline_en * Add model 2024-09-24-distilbert_base_uncased_fb_housing_posts_en * Add model 2024-09-13-horai_medium_10k_v4_pipeline_en * Add model 2024-09-23-covid_roberta_25_pipeline_en * Add model 2024-09-25-bert_base_case_ner_pipeline_en * Add model 2024-09-25-classicalchineseletterclassification_pipeline_zh * Add model 2024-09-25-bert_mini_sst2_distilled_en * Add model 2024-09-25-bert_base_uncased_rte_from_bert_large_uncased_rte_pipeline_en * Add model 2024-09-25-bert_base_uncased_kaggle_twitter_small_finetuned_clf_en * Add model 2024-09-25-sent_bert_base_uncased_1802_r1_en * Add model 2024-09-25-bert_base_uncased_rte_from_bert_large_uncased_rte_en * Add model 2024-09-25-bert_finetuned_ner_proccyon_en * Add model 2024-09-23-burmese_awesome_eli5_mlm_model_abishines_pipeline_en * Add model 2024-09-24-code_search_codebert_base_up_down_1_trimmed_en * Add model 2024-09-24-dictabert_large_he * Add model 2024-09-25-estbert128_rubric_et * Add model 2024-09-25-authorparsermodel_de * Add model 2024-09-25-bert_base_german_cased_noisy_pretrain_fine_tuned_v1_2_pipeline_en * Add model 2024-09-25-marbertv2_flat_seed_42_pipeline_en * Add model 2024-09-23-finetuning_sentiment_model_3000_samples_h9v8_en * Add model 2024-09-25-n_bert_imdb_padding80model_pipeline_en * Add model 2024-09-25-snli_test_100k_en * Add model 2024-09-25-genome_finder_pipeline_en * Add model 2024-09-25-sent_bert_base_uncased_1802_r1_pipeline_en * Add model 2024-09-25-bert_finetuned_ner_cti_en * Add model 2024-09-23-roberta_large_conv_contradiction_detector_v0_en * Add model 2024-09-25-phrasebank_sentiment_analysis_richychn_en * Add model 2024-09-25-bert_base_uncased_airlines_en * Add model 2024-09-24-bertin_roberta_base_spanish_pipeline_es * Add model 2024-09-24-food_not_food_distill_bert_pipeline_en * Add model 2024-09-25-bert_large_uncased_english_ner_pipeline_en * Add model 2024-09-18-topic_topic_random3_seed2_bernice_en * Add model 2024-09-19-roberta_shopee_sentiment_gadgets_tl * Add model 2024-09-25-bert_finetuned_ner_hydrochii_en * Add model 2024-09-24-deepset_bert_base_cased_squad2_orkg_what_5e_05_en * Add model 2024-09-25-base_bert_finetuned_mtsamples_pipeline_en * Add model 2024-09-25-amir_clinicalbert_2_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_cola_garyseventeen_pipeline_en * Add model 2024-09-25-ner_darijabert_arabizi_en * Add model 2024-09-25-bert_large_cased_finetuned_ner_augment_01_en * Add model 2024-09-25-bert_tiny_emotion_kd_bert_pipeline_en * Add model 2024-09-25-bert_large_cased_finetuned_ner_augment_01_pipeline_en * Add model 2024-09-25-bert_base_uncased_crows_pairs_classifieronly_en * Add model 2024-09-19-mlm_finetunedmodel_test_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_emotion_mikhab_pipeline_en * Add model 2024-09-25-bert_twitter_english_lost_job_pipeline_en * Add model 2024-09-23-platzi_distilroberta_base_glue_mrpc_eduardo_ag_pipeline_en * Add model 2024-09-24-albert_base_japanese_v1_pipeline_ja * Add model 2024-09-23-kanglish_offensive_language_identification_en * Add model 2024-09-25-biobert_huner_disease_v1_pipeline_en * Add model 2024-09-14-twitter_roberta_base_mar2022_15m_incr_pipeline_en * Add model 2024-09-25-korean_disease_ner_en * Add model 2024-09-25-bert_finetuned_ner_word_embedding_pipeline_en * Add model 2024-09-25-bert_finetuned_ner_word_embedding_en * Add model 2024-09-24-camembert_french_legal_fr * Add model 2024-09-24-2020_q4_50p_filtered_random_prog_from_q3_en * Add model 2024-09-24-bert_base_uncased_ep_1_45_b_32_lr_4e_06_dp_0_1_swati_300_southern_sotho_false_fh_true_hs_0_en * Add model 2024-09-23-bert_base_uncased_ep_1_45_b_32_lr_1_2e_06_dp_0_3_swati_300_southern_sotho_false_fh_true_hs_0_en * Add model 2024-09-09-xlm_roberta_base_finetuned_panx_german_solvaysphere_pipeline_en * Add model 2024-09-25-phrasebank_sentiment_analysis_amit7859_en * Add model 2024-09-25-bert_base_uncased_review1_pipeline_en * Add model 2024-09-25-test_ner_rundi_en * Add model 2024-09-25-distilbert_base_uncased_accelerate_en * Add model 2024-09-25-snli_test_100k_pipeline_en * Add model 2024-09-25-bert_base_finetuned_masakhaner_amh_pipeline_en * Add model 2024-09-25-bert_base_finetuned_masakhaner_amh_en * Add model 2024-09-25-matscibert_cner_en * Add model 2024-09-24-distilbert_base_indonesian_fire_classification_silvanus_pipeline_en * Add model 2024-09-25-name_anonymization_tr * Add model 2024-09-25-bert_base_cased_finetuned_ner_bc2gm_iob_en * Add model 2024-09-25-bert_base_spanish_wwm_cased_socialdisner_pipeline_es * Add model 2024-09-25-bert_base_spanish_wwm_cased_socialdisner_es * Add model 2024-09-25-bert_base_german_cased_finetuned_subj_v6_7epoch_v3_en * Add model 2024-09-25-bert_nlp_project_ft_imdb_ds_news_pipeline_en * Add model 2024-09-25-bert_base_multilingual_uncased_finetuned_for_multilang_ner_xx * Add model 2024-09-25-bert_base_casedepoch3_sexist_baseline_with_reddit_and_gabfortest_pipeline_en * Add model 2024-09-25-roberta_cws_assamese_pipeline_en * Add model 2024-09-25-valueeval24_bert_baseline_english_en * Add model 2024-09-25-bert_semaphore_prediction_w2_pipeline_en * Add model 2024-09-25-geotrend_10_epochs_pipeline_en * Add model 2024-09-25-bert_pooling_based_en * Add model 2024-09-25-autotrain_bertbase_imdb_1275748793_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_poli_pipeline_en * Add model 2024-09-25-bert_base_multilingual_cased_wnli_1_pipeline_xx * Add model 2024-09-25-crypto_sentiment_analysis_bert_pipeline_en * Add model 2024-09-25-amir_clinicalbert_2_pipeline_en * Add model 2024-09-25-bert_large_uncased_wnli_en * Add model 2024-09-25-finbert_tuned_en * Add model 2024-09-25-cares_bert_base_en * Add model 2024-09-25-bert_base_uncased_ad_nonad_classifer_en * Add model 2024-09-25-phrasebank_sentiment_analysis_akode_en * Add model 2024-09-23-finetuning_sentiment_model_3000_samples_nandyala12_pipeline_en * Add model 2024-09-24-tuned_test_trainer_bert_base_uncased_mrredborne_en * Add model 2024-09-24-distilbert_base_multilingual_cased_sent_negativo_esp_pipeline_xx * Add model 2024-09-25-sent_medruberttiny2_ru * Add model 2024-09-25-khadija_ner_pipeline_en * Add model 2024-09-25-sent_bert_tagalog_base_uncased_wwm_tl * Add model 2024-09-25-bert_base_chinese_climate_risk_opportunity_prediction_v4_en * Add model 2024-09-25-bert_base_uncased_qa_classification_pipeline_en * Add model 2024-09-25-bert_base_cased_0210_celential_en * Add model 2024-09-25-memo_bert_wsd_01_en * Add model 2024-09-19-polarizer_bert_base_uncased_en * Add model 2024-09-25-bert_base_finetuned_code_classification_mid_pipeline_en * Add model 2024-09-25-cvai_bert_asag_en * Add model 2024-09-25-cvai_bert_asag_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_amazon_reviews_multi_en * Add model 2024-09-25-multitaskdistilledmodel_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_cola_learning_rate_2e_05_en * Add model 2024-09-25-test_trainer_gaito_20_pipeline_en * Add model 2024-09-25-estbert128_rubric_pipeline_et * Add model 2024-09-25-bert_base_sst_pipeline_en * Add model 2024-09-25-decision_bert_bio_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_clinc_hrayrm_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_rte_max_length_512_epoch_5_pipeline_en * Add model 2024-09-25-gbert_germeval_2021_de * Add model 2024-09-25-dbpedia_classes_bert_base_uncased_few_20_pipeline_en * Add model 2024-09-25-gbert_germeval_2021_pipeline_de * Add model 2024-09-25-dbpedia_classes_bert_base_uncased_few_20_en * Add model 2024-09-25-bert_base_uncased_finetuned_cola_kaanha_en * Add model 2024-09-25-bert_finetuned_semitic_languages_eval_english_lachin_en * Add model 2024-09-25-bert_finetuned_semitic_languages_eval_english_lachin_pipeline_en * Add model 2024-09-25-yahoo2_pipeline_en * Add model 2024-09-25-re2g_reranker_fever_pipeline_en * Add model 2024-09-24-distilbert_base_uncased_5000_questions_gt_3_5epochs_en * Add model 2024-09-25-mobilebert_stsb_en * Add model 2024-09-23-sent_bert_base_uncased_danish_pipeline_da * Add model 2024-09-25-bert_base_cased_cola_en * Add model 2024-09-25-bert_base_uncased_alerts04142023_rsplit_2000_category1_severity_en * Add model 2024-09-22-ner_serverstable_v0_pipeline_en * Add model 2024-09-25-turkish_tiny_bert_uncased_offenseval2020_turkish_tr * Add model 2024-09-25-sent_bert_base_english_french_spanish_portuguese_italian_cased_pipeline_en * Add model 2024-09-25-bert_sst5_padding50model_en * Add model 2024-09-25-test_hub_push_en * Add model 2024-09-25-aes_bert_base_sp90_lr1e_05_wr1e_01_wd1e_02_ep15_elsa_pipeline_en * Add model 2024-09-25-opus_em_augmented_pipeline_en * Add model 2024-09-25-bert_base_uncased_alerts04142023_rsplit_2000_category1_severity_pipeline_en * Add model 2024-09-25-bert_base_uncased_dstc10_kb_title_body_validate_pipeline_en * Add model 2024-09-25-bert_base_temp_classifier_boot_pipeline_en * Add model 2024-09-25-bert_base_uncased_finetuned_cola_sepehrbakhshi_en * Add model 2024-09-25-bert_fined_tuned_cola_en * Add model 2024-09-25-bert_amazon_product_classification_small_data_epoch_2_pipeline_en * Add model 2024-09-25-nlp_sardinian_based_on_bert_en * Add model 2024-09-25-nlp_sardinian_based_on_bert_pipeline_en * Add model 2024-09-25-2d_oomv2_800_en * Add model 2024-09-25-legal_bert_samoan_gen1_large_summarized_chuvash_4_en * Add model 2024-09-25-bert_base_cased_english_sentweet_derogatory_pipeline_en * Add model 2024-09-25-conjunction_classification_finetuned_pipeline_en * Add model 2024-09-25-dialogue_final_model_en * Add model 2024-09-25-conjunction_classification_finetuned_en * Add model 2024-09-25-bert_cn_finetuning_wangyuwei_pipeline_en * Add model 2024-09-25-stereoset_bert_base_uncased_classifieronly_en * Add model 2024-09-13-whisper_small_swahili_jayem_11_en * Add model 2024-09-25-n_bert_twitterfin_padding60model_pipeline_en --------- Co-authored-by: ahmedlone127 * 2024-09-25-bert_base_uncased_top_pruned_stsb_pipeline_en (#14415) * Add model 2024-09-26-imdb_bert_5e_pipeline_en * Add model 2024-09-26-bert_sentiment_trainer_en * Add model 2024-09-26-cold_fusion_bert_base_uncased_itr26_seed0_en * Add model 2024-09-26-bert_emotion_khaldiabderrhmane_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_cola_ilkekas_en * Add model 2024-09-26-dbpedia_classes_bert_base_uncased_few_100_f_pipeline_en * Add model 2024-09-26-dbpedia_classes_bert_base_uncased_few_100_f_en * Add model 2024-09-23-all_roberta_large_v1_auto_and_commute_1000_16_5_oos_pipeline_en * Add model 2024-09-26-finetuned_bert_base_on_iemocap_2_en * Add model 2024-09-26-bert_base_chinese_en * Add model 2024-09-25-bert_base_turkish_128k_cased_offensive_tr * Add model 2024-09-26-bert_base_portuguese_cased_leandroaraujodev_en * Add model 2024-09-26-fakenews_bert_base_cased_arjun24420_en * Add model 2024-09-26-autotrain_customers_email_sentiment_3449294006_en * Add model 2024-09-26-bert_base_finetuned_lcqmc_chinese_pipeline_zh * Add model 2024-09-26-autotrain_customers_email_sentiment_3449294006_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_sancho3010_pipeline_en * Add model 2024-09-26-bert_base_cased_english_sentweet_profane_en * Add model 2024-09-26-n_bert_agnews_padding10model_pipeline_en * Add model 2024-09-20-distilbert_base_uncased_finetuned_emotion_shng2025_en * Add model 2024-09-26-tiny_bert_30_intents_pipeline_en * Add model 2024-09-26-tiny_bert_30_intents_en * Add model 2024-09-26-arabicsent_chamabert_pipeline_ar * Add model 2024-09-26-distilbert_base_sst2_pipeline_en * Add model 2024-09-26-distilbert_base_sst2_en * Add model 2024-09-26-bert_base_multilingual_cased_qqp_100_xx * Add model 2024-09-26-named_entity_model_pipeline_en * Add model 2024-09-26-bert_base_fine_tuned_text_classificarion_ds_dropout_en * Add model 2024-09-26-bert_base_uncased_finetuned_dropout_cola_0_8_en * Add model 2024-09-25-nusabert_base_indonesian_plutchik_emotion_analysis_id * Add model 2024-09-26-nlpfinalbert0_pipeline_en * Add model 2024-09-26-roberta_base_finetuned_lcqmc_chinese_pipeline_zh * Add model 2024-09-24-tmp0xmacdh7_pipeline_en * Add model 2024-09-26-stock_market_news_classification_pipeline_en * Add model 2024-09-26-bert_multilingual_sdg_classification_xx * Add model 2024-09-25-monglish_arabic_faq_v2_pipeline_ar * Add model 2024-09-26-bert_mnli_8000_pipeline_en * Add model 2024-09-26-klimabert_da * Add model 2024-09-26-bert_finetuned_brianchu26_pipeline_en * Add model 2024-09-26-text_classification_bert_base_uncased_en * Add model 2024-09-26-bert_base_cased_snli_model4_en * Add model 2024-09-26-bert_base_finetuned_sts_ezre_en * Add model 2024-09-26-bert_base_uncased_finetuned_sst2_senfu_en * Add model 2024-09-26-bert_base_portuguese_cased_assin_entailment_pipeline_pt * Add model 2024-09-26-bert_base_uncased_offenseval2019_downsample_pipeline_en * Add model 2024-09-26-bert_base_portuguese_cased_assin_entailment_pt * Add model 2024-09-26-bert_samoan_gen1_large_defined_summarized_chuvash_0_en * Add model 2024-09-26-bert_base_uncased_finetuned_cola_ayouta300_pipeline_en * Add model 2024-09-26-bert_base_spanish_wwm_uncased_finetuned_meia_analisisdesentimientos_sandydelmar_pipeline_en * Add model 2024-09-26-sagemaker_bert_base_arabic_arabic_sas_en * Add model 2024-09-26-bert_base_uncased_finetuned_mrpc_senfu_pipeline_en * Add model 2024-09-26-sagemaker_bert_base_arabic_arabic_sas_pipeline_en * Add model 2024-09-26-sead_l_6_h_256_a_8_sst2_en * Add model 2024-09-26-check_sec_tiny_pipeline_en * Add model 2024-09-26-check_sec_tiny_en * Add model 2024-09-26-legalpro_bert_base_pipeline_en * Add model 2024-09-26-depression_ai_pipeline_en * Add model 2024-09-26-bert_base_finetuned_sts_cloudblack_en * Add model 2024-09-26-bert_base_uncased_finetuned_cola_sepehr_sepehr_sepehr_saturday_nepal_bhasa_en * Add model 2024-09-26-bert_base_uncased_finetuned_cola_ilkekas_pipeline_en * Add model 2024-09-26-bert_base_uncased_top_pruned_qqp_pipeline_en * Add model 2024-09-20-augmented_model_fast_2_c_norwegian_copula_norwegian_time_en * Add model 2024-09-26-paraphrase_bert_portuguese_en * Add model 2024-09-26-protein_lm_gb1_en * Add model 2024-09-26-bert_base_chinese_climate_risk_opportunity_prediction_vv4_en * Add model 2024-09-26-bert_base_uncased_finetuned_filtered_0608_test_en * Add model 2024-09-26-bert_base_finetuned_sts_cloudblack_pipeline_en * Add model 2024-09-26-response_quality_classifier_base_ru * Add model 2024-09-26-bert_base_cased_finetuned_qqp_zyl1024_en * Add model 2024-09-18-finetuning_distilbert_sentiment_model_en * Add model 2024-09-25-autotrain_chuvash_resume_56492130967_en * Add model 2024-09-26-bert_base_uncased_newscategoryclassification_fullmodel_en * Add model 2024-09-24-roberta_base_epoch_24_pipeline_en * Add model 2024-09-24-sent_mi_bert_base_pipeline_en * Add model 2024-09-24-db_mc2_4_1_en * Add model 2024-09-26-mus_promoter_finetuned_lora_bert_base_lastln_t2t_pipeline_en * Add model 2024-09-26-n_bert_agnews_padding30model_en * Add model 2024-09-26-bert_large_cased_snli_model1_pipeline_en * Add model 2024-09-26-gpc_brick_klassifikator_pipeline_en * Add model 2024-09-26-bert_base_cased_hardaderail_pipeline_en * Add model 2024-09-26-bert_twitter_portuguese_icelandic_unemployed_pt * Add model 2024-09-25-bert_base_multilingual_cased_finetuned_ner_geocorpus_xx * Add model 2024-09-26-bert_base_uncased_finetuned_qqp_anuj55_en * Add model 2024-09-26-dbpedia_classes_bert_base_uncased_few_20_baseline_pipeline_en * Add model 2024-09-26-thext_pce_bio_pipeline_en * Add model 2024-09-26-aes_bert_base_lr3e_05_wr1e_01_wd1e_02_ep5_bell_en * Add model 2024-09-26-bert_base_arabic_electra_xnli_finetuned_en * Add model 2024-09-26-depression_and_non_depression_classifier_en * Add model 2024-09-26-albert_jiiyy_en * Add model 2024-09-26-bert_multilingual_sdg_classification_pipeline_xx * Add model 2024-09-26-tupi_bert_large_portuguese_cased_pt * Add model 2024-09-26-bert_base_chinese_climate_transition_physical_risk_prediction_6_pipeline_en * Add model 2024-09-26-bert_base_cased_xuehangcang_pipeline_en * Add model 2024-09-26-bert_base_banking77_pt2_liu_xiang_pipeline_en * Add model 2024-09-26-bert_base_indonesian_1_5g_sentiment_analysis_smsa_tuning_rahmaabusalma_pipeline_en * Add model 2024-09-26-bert_base_finetuned_sts_ezre_pipeline_en * Add model 2024-09-22-imdbreviews_classification_roberta_v02_clf_finetuning_pipeline_en * Add model 2024-09-26-bert_large_uncased_adult_text_classifier_pipeline_en * Add model 2024-09-26-base_bert_fine_tuned_rte_en * Add model 2024-09-26-bert_twitterfin_padding70model_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_cola_elifcen_en * Add model 2024-09-25-toxic_hubert_pipeline_hu * Add model 2024-09-26-bert_base_uncased_hoax_classifier_v3_defs_en * Add model 2024-09-26-cold_fusion_bert_base_uncased_itr19_seed0_en * Add model 2024-09-26-arabert_restaurant_sentiment_pipeline_ar * Add model 2024-09-26-mobilebert_uncased_finetuned_cola_pipeline_en * Add model 2024-09-26-legalbert_large_1_7m_1_class_actions_en * Add model 2024-09-26-cold_fusion_bert_base_uncased_itr28_seed0_en * Add model 2024-09-23-sent_biobert_patent_reference_extraction_pipeline_en * Add model 2024-09-26-misinformation_covidbert_base_german_cased_pipeline_en * Add model 2024-09-26-bert_large_mnli_pipeline_en * Add model 2024-09-25-bert_base_b2b_pipeline_en * Add model 2024-09-26-bert_test_benj3037_pipeline_en * Add model 2024-09-26-bert_mrpc_trained_dichitha_pipeline_en * Add model 2024-09-25-bert_sanskrit_saskta_test_en * Add model 2024-09-24-burmese_awesome_model_jfunk14_pipeline_en * Add model 2024-09-25-sentiment_classfication_distilbert_model_pipeline_en * Add model 2024-09-25-miniproject_pipeline_en * Add model 2024-09-26-transaction_categorization_pipeline_en * Add model 2024-09-20-kinyaroberta_large_kinte_finetuned_kinyarwanda_tweet_finetuned_kinyarwanda_sent2_pipeline_en * Add model 2024-09-26-sead_l_6_h_256_a_8_wnli_en * Add model 2024-09-26-nlp_reviews_en * Add model 2024-09-25-hyp_only_machine_gen_temp_1_pipeline_en * Add model 2024-09-26-bert_base_uncased_newscategoryclassification_fullmodel_pipeline_en * Add model 2024-09-25-bert_base_spanish_wwm_cased_k3_pipeline_en * Add model 2024-09-25-hyp_only_machine_gen_temp_1_en * Add model 2024-09-26-frugalscore_small_bert_base_mover_score_pipeline_en * Add model 2024-09-26-bert_stsb_distilled_cka_pipeline_en * Add model 2024-09-26-bert_base_multilingual_cased_mrpc_1_pipeline_xx * Add model 2024-09-26-bert_base_cased_ft5_6ep_s42_en * Add model 2024-09-26-sead_l_6_h_256_a_8_qnli_en * Add model 2024-09-26-bert_base_uncased_header_plus_textsim_pipeline_en * Add model 2024-09-24-burmese_awesome_text_classification_jeruan3_pipeline_en * Add model 2024-09-23-qa_model_gigazinie_en * Add model 2024-09-26-english_astitchtask1a_bertbasecased_truetrue_0_3_best_pipeline_en * Add model 2024-09-26-hiv_v3_coreceptor_en * Add model 2024-09-26-absabert_keluhanpln_v3_id * Add model 2024-09-26-bert_small_phishing_pipeline_en * Add model 2024-09-25-nameattrsbertfinal_pipeline_en * Add model 2024-09-26-bert_small_phishing_en * Add model 2024-09-20-finetuning_sentiment_model_3500_samples_train_yvillamil_en * Add model 2024-09-26-bert_base_banking77_pt2_nullzero_live_pipeline_en * Add model 2024-09-26-bert_base_uncased_tense_pipeline_en * Add model 2024-09-26-depression_and_non_depression_classifier_pipeline_en * Add model 2024-09-26-bert_base_uncased_10k_vulgarity_en * Add model 2024-09-26-bert_base_uncased_finetuned_cola_melihberky_pipeline_en * Add model 2024-09-26-bert_base_cased_xuehangcang_en * Add model 2024-09-26-bert_base_multilingual_uncased_sentiment_finetuned_meia_analisisdesentimientos_mfidabel_pipeline_xx * Add model 2024-09-25-tiny_bert_sst2_distilled_clone_en * Add model 2024-09-26-finetuning_sentiment_model_3000_samples_shubham166_pipeline_en * Add model 2024-09-26-bert_base_multilingual_uncased_sentiment_meia_pipeline_xx * Add model 2024-09-26-mental_bert_mi_classification_en * Add model 2024-09-26-ptv2_bert_large_uncased_sst2_pipeline_en * Add model 2024-09-26-mental_bert_mi_classification_pipeline_en * Add model 2024-09-26-boss_toxicity_12000_bert_base_uncased_en * Add model 2024-09-25-vaccinchatsentenceclassifierdutch_frombertje2_dadialog_en * Add model 2024-09-26-bert_base_uncased_sst2_kowsiknd_en * Add model 2024-09-26-cold_fusion_bert_base_uncased_itr28_seed0_pipeline_en * Add model 2024-09-26-simple_classification_en * Add model 2024-09-26-bert_base_spanish_wwm_uncased_r_tag_0_3_pipeline_en * Add model 2024-09-25-albert_base_chinese_finetuned_qqp_fhtm_5x_weak_en * Add model 2024-09-26-bert_base_chinese_finetuned_intent_recognition_biomedical_en * Add model 2024-09-26-n_bert_imdb_padding50model_pipeline_en * Add model 2024-09-26-n_bert_agnews_padding70model_en * Add model 2024-09-25-dnabert_500down_pipeline_en * Add model 2024-09-26-bert_base_uncased_cola_finetuned_cola_pipeline_en * Add model 2024-09-26-albert_kor_base_finetuned_classfication_en * Add model 2024-09-26-klue_bert_base_pipeline_en * Add model 2024-09-26-klue_bert_base_en * Add model 2024-09-26-marathi_topic_all_doc_pipeline_mr * Add model 2024-09-26-protein_lm_gb1_pipeline_en * Add model 2024-09-26-bert_aigc_classification_english_en * Add model 2024-09-26-human_directed_sentiment_pipeline_en * Add model 2024-09-26-bert_base_uncased_jigsaw_toxic_classifier_pipeline_en * Add model 2024-09-26-clasificador_muchocine_pipeline_en * Add model 2024-09-26-movie_genre_predictions_en * Add model 2024-09-26-movie_genre_predictions_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_filtered_0609_pipeline_en * Add model 2024-09-22-bert_large_portuguese_cased_assin2_entailment_pt * Add model 2024-09-26-bert_base_arabertv2_1_pipeline_en * Add model 2024-09-26-bert_tiny_massive_intent_kd_bert_pipeline_en * Add model 2024-09-26-disease_classifier_base_en * Add model 2024-09-25-legal_ner_finetuned_en * Add model 2024-09-26-miread_en * Add model 2024-09-26-bert_finetuned_toxic_en * Add model 2024-09-26-finetuned_marbert_arabic_emotional_analysis_ar * Add model 2024-09-26-bert_base_uncased_finetuned_stsb_airay_pipeline_en * Add model 2024-09-26-bert_mdgender_convai_ternary_pipeline_en * Add model 2024-09-26-norwegian_bokml_bert_finetuned_on_imdb_pipeline_en * Add model 2024-09-26-bert_without_preprocessing_grid_search_en * Add model 2024-09-24-n_distilbert_sst5_padding0model_wyzhw_pipeline_en * Add model 2024-09-24-sent_mi_bert_base_en * Add model 2024-09-26-ciuo08cl_4d_2024_pipeline_en * Add model 2024-09-26-mental_health_classification_v0_2_pipeline_en * Add model 2024-09-26-boss_sentiment_6000_bert_base_uncased_en * Add model 2024-09-25-phrasebank_sentiment_analysis_saiteja_en * Add model 2024-09-26-albert_base_finetuned_ocnli_chinese_pipeline_zh * Add model 2024-09-26-bert_finetuned_mrpc_dariodematties_en * Add model 2024-09-26-bert_base_uncased_10k_vulgarity_pipeline_en * Add model 2024-09-26-reviewusefulness_binaryclassification_de * Add model 2024-09-26-bert_base_uncased_finetuned_mnli_minseok0809_en * Add model 2024-09-23-t_5_pipeline_en * Add model 2024-09-26-marathi_topic_medium_doc_mr * Add model 2024-09-26-marathi_topic_medium_doc_pipeline_mr * Add model 2024-09-26-bert_large_uncased_adult_text_classifier_en * Add model 2024-09-26-mobilebert_uncased_title2genre_en * Add model 2024-09-20-trainer3b_pipeline_en * Add model 2024-09-26-n_bert_sst5_padding70model_pipeline_en * Add model 2024-09-26-sentiment_analysis_task_1_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_spam_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_spam_en * Add model 2024-09-26-bertsmallclassifier_pipeline_en * Add model 2024-09-26-hyp_only_mistral_instruct_filtered_final_en * Add model 2024-09-26-n_bert_agnews_padding70model_pipeline_en * Add model 2024-09-25-phrasebank_sentiment_analysis_nikolasmoya_pipeline_en * Add model 2024-09-25-essay_element_classifier_bert_pipeline_en * Add model 2024-09-22-distilroberta_base_mrpc_glue_kevinvelez18_en * Add model 2024-09-26-odia_topic_all_doc_pipeline_or * Add model 2024-09-26-bert_base_chinese_finetuning_financial_news_sentiment_test_zh * Add model 2024-09-25-bert_base_uncased_issues_128_anantonios9_pipeline_en * Add model 2024-09-23-hw01_chchang_pipeline_en * Add model 2024-09-20-roberta_baseline_finetuned_atis_3pct_v2_en * Add model 2024-09-26-bio_clinicalbert_finetuned_20pc_en * Add model 2024-09-26-bert_base_uncased_glue_mrpc_camilovg_en * Add model 2024-09-26-bert_base_chinese_accidentreason_classifier_zh * Add model 2024-09-26-bert_base_uncased_glue_mrpc_camilovg_pipeline_en * Add model 2024-09-26-bert_twitter_portuguese_job_offer_pt * Add model 2024-09-26-chinese_roberta_wwm_ext_chnsenticorp_en * Add model 2024-09-26-bert_base_uncased_ag_news_finetuned_2_en * Add model 2024-09-26-bert_base_uncased_boolq_howey_en * Add model 2024-09-26-bert_base_german_cased_hatespeech_germeval18_pipeline_en * Add model 2024-09-26-bert_base_uncased_boolq_howey_pipeline_en * Add model 2024-09-26-albert_kor_base_finetuned_ynat_en * Add model 2024-09-26-sead_l_6_h_256_a_8_wnli_pipeline_en * Add model 2024-09-26-n_bert_imdb_padding40model_en * Add model 2024-09-26-frugalscore_small_bert_base_mover_score_en * Add model 2024-09-26-fine_tuned_bert_base_uncased_theknight115_en * Add model 2024-09-26-bert_base_uncased_textcls_rheology_20230912_en * Add model 2024-09-26-bert_base_chinese_climate_risk_opportunity_prediction_vv4_pipeline_en * Add model 2024-09-26-bert_base_chinese_pipeline_en * Add model 2024-09-26-mnd_tweetevalbert_model_en * Add model 2024-09-26-sentiment_analysis_indobertweet_en * Add model 2024-09-26-sead_l_6_h_256_a_8_qnli_pipeline_en * Add model 2024-09-26-bert_finetuned_toxic_pipeline_en * Add model 2024-09-25-bert_base_banking77_pt2_davinnnnn_en * Add model 2024-09-16-xlm_roberta_base_finetuned_panx_german_ryatora_pipeline_en * Add model 2024-09-26-boss_toxicity_6000_bert_base_uncased_pipeline_en * Add model 2024-09-24-finetuning_sentiment_model_3000_kaggle_pipeline_en * Add model 2024-09-26-bert_43_multilabel_emotion_detection_en * Add model 2024-09-26-arabicsent_chamabert_ar --------- Co-authored-by: ahmedlone127 * 2024-09-26-bert_base_uncased_offenseval2019_upsample_en (#14419) * Add model 2024-09-25-bert_base_uncased_finetuned_toxic_comment_detection_ws23_en * Add model 2024-09-26-bert_suicide_detection_hk_large_pipeline_en * Add model 2024-09-26-emb_crossenc_msmarco_teacher_3_bert_large_wwm_pipeline_en * Add model 2024-09-24-mymodel_pipeline_en * Add model 2024-09-22-burmese_fine_tuned_distilbert_lr_1e_05_pipeline_en * Add model 2024-09-25-tvcg_entity_classify_pipeline_en * Add model 2024-09-27-bert_base_qqp_pipeline_en * Add model 2024-09-25-detoxify_toxic_english_en * Add model 2024-09-25-yahoo1_en * Add model 2024-09-26-hing_mbert_ours_rundi_5_pipeline_en * Add model 2024-09-25-bert_large_uncased_deletion_multiclass_complete_final_v2_pipeline_en * Add model 2024-09-26-dbpedia_classes_bert_base_uncased_few_10_baseline_en * Add model 2024-09-26-arabglossbert_ar * Add model 2024-09-23-burmese_awesome_model_tsibbett_en * Add model 2024-09-25-sent_bert_base_uncased_finetuned_imdb_rman_rahimi_29_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_odm_zphr_0st21sd_pipeline_en * Add model 2024-09-25-fine_tuned_bert_czech_wikann_pipeline_en * Add model 2024-09-27-cold_fusion_bert_base_uncased_itr2_seed0_pipeline_en * Add model 2024-09-27-bert_base_qqp_en * Add model 2024-09-27-hyp_only_hum_filtered_en * Add model 2024-09-22-bert_large_uncased_whole_word_masking_finetuned_squad_ozlemsenel_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_wnli_sujatha2502_pipeline_en * Add model 2024-09-26-trac2020_eng_a_bert_base_uncased_en * Add model 2024-09-25-nameattrsbertfinal_en * Add model 2024-09-26-bert_base_uncased_news_about_gold_pipeline_en * Add model 2024-09-26-cold_fusion_bert_base_uncased_itr8_seed0_pipeline_en * Add model 2024-09-26-memo_bert_wsd_old_da * Add model 2024-09-25-bert_sanskrit_saskta_test_pipeline_en * Add model 2024-09-25-bert_base_casedepoch3_sexist_baseline_with_reddit_and_gabfortest_en * Add model 2024-09-24-finetuning_sentiment_model_3000_samples_pxuan_pipeline_en * Add model 2024-09-26-bert_43_multilabel_emotion_detection_pipeline_en * Add model 2024-09-26-imdb_bert_5e_en * Add model 2024-09-26-bert_base_chinese_covid19_en * Add model 2024-09-26-bert_base_uncased_classification_flat_pipeline_en * Add model 2024-09-26-bert_large_cased_mnli_model3_pipeline_en * Add model 2024-09-26-bert_base_uncased_hoax_classifier_v3_defs_pipeline_en * Add model 2024-09-25-valueeval24_bert_baseline_english_pipeline_en * Add model 2024-09-25-clickbait_spanish_es * Add model 2024-09-25-savedaftertrainingtest39_pipeline_en * Add model 2024-09-26-bert_base_uncased_emotions_augmented_pipeline_en * Add model 2024-09-14-riskanalysis_albert_base_v2_pipeline_en * Add model 2024-09-19-guaran_bert_tiny_cased_pipeline_gn * Add model 2024-09-26-bert_base_uncased_legal_ic_pipeline_en * Add model 2024-09-24-sent_bert_base_arabert_finetuned_mdeberta_tswana_pipeline_en * Add model 2024-09-26-trac2020_eng_b_bert_base_uncased_pipeline_en * Add model 2024-09-20-roberta_base_disaster_tweets_downpour_pipeline_en * Add model 2024-09-27-comment_bert_subject_pipeline_en * Add model 2024-09-25-bert_finetuned_age_en * Add model 2024-09-27-qp_mscoco_sbert_lr5e_5_en * Add model 2024-09-27-notdiamond_4k_0001_xx * Add model 2024-09-25-newsbert_pipeline_en * Add model 2024-09-26-ad_kd_bert_base_uncased_qnli_en * Add model 2024-09-23-burmese_awesome_model_fhjhl_en * Add model 2024-09-25-bert_base_uncased_finetuned_sst2_minseok0809_en * Add model 2024-09-25-bert_amazon_product_classification_small_data_epoch_2_en * Add model 2024-09-26-bert_classification_emotion_persian_en * Add model 2024-09-25-biobert_huner_disease_v1_en * Add model 2024-09-22-sent_bert_base_uncased_dstc9_en * Add model 2024-09-25-somali_what_en * Add model 2024-09-27-bert_large_portuguese_cased_faquad_nli_pt * Add model 2024-09-25-l_12_h_512_a_8_sst2_pipeline_en * Add model 2024-09-27-hatexplain_majority_relabeled_pipeline_en * Add model 2024-09-25-bert_base_case_ner_en * Add model 2024-09-27-bert_base_uncased_finetuned_cola_eceersoyy_en * Add model 2024-09-19-legal_longformer_base_8192_spanish_pipeline_en * Add model 2024-09-26-paraphrase_detection_bert_en * Add model 2024-09-11-babyberta_childes_2_5_0_1_finetuned_squad1_en * Add model 2024-09-26-bert_base_chinese_climate_risk_opportunity_prediction_3_pipeline_en * Add model 2024-09-26-bert_base_uncased_ag_news_finetuned_2_pipeline_en * Add model 2024-09-27-legal_bert_samoan_gen1_large_summarized_defined_chuvash_3_pipeline_en * Add model 2024-09-25-learn2therm_en * Add model 2024-09-26-bert_rte_distilled_cka_pipeline_en * Add model 2024-09-27-cold_fusion_bert_base_uncased_itr18_seed0_pipeline_en * Add model 2024-09-25-bert_base_cased_ft6_3ep_s42_2_pipeline_en * Add model 2024-09-25-autotrain_bertbase_imdb_1275748793_en * Add model 2024-09-27-burmese_bert_model_pipeline_en * Add model 2024-09-27-init_bert_ft_qqp_33_en * Add model 2024-09-19-mlm_finetunedmodel_test_pipeline_en * Add model 2024-09-25-aak_bert_base_cased_cpc_ricardo_talavera_pipeline_en * Add model 2024-09-26-google_bert_bert_base_uncased_classification_finetuned_en * Add model 2024-09-25-tos_bert_pipeline_en * Add model 2024-09-26-phrasebank_sentiment_analysis_eusojk_pipeline_en * Add model 2024-09-25-bert_base_uncased_hoax_classifier_fulltext_1h2r_pipeline_en * Add model 2024-09-26-spanish_offensive_language_bert_base_spanish_wwm_cased_es * Add model 2024-09-26-moviebertreview_sentimentprediction_model_afia_manubea_en * Add model 2024-09-26-bert_base_rte_en * Add model 2024-09-23-lnm_ner_pipeline_en * Add model 2024-09-27-boss_sentiment_24000_bert_base_uncased_en * Add model 2024-09-25-xlm_roberta_base_irumozhi_ta * Add model 2024-09-26-n_bert_agnews_padding60model_pipeline_en * Add model 2024-09-20-model_jbinek_pipeline_en * Add model 2024-09-26-bert_base_cased_english_sentweet_profane_pipeline_en * Add model 2024-09-26-parlbert_classify_climate_v01_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_emotion_aiekek_en * Add model 2024-09-26-bert_base_banking77_pt2_sajjadamjad_en * Add model 2024-09-25-bert_base_german_cased_archaeo_ner_de * Add model 2024-09-24-distilbert_base_uncased_finetuned_emotion_saranghae_en * Add model 2024-09-26-bert_large_uncased_sentiment_en * Add model 2024-09-26-sentiment_model_saagie_en * Add model 2024-09-26-bert_base_uncased_finetuned_cola_alemdarberk_pipeline_en * Add model 2024-09-26-bert_base_uncased_emotion_mooncrescent_pipeline_en * Add model 2024-09-26-bert_base_chinese_climate_related_prediction_v6_pipeline_en * Add model 2024-09-23-sent_bert_large_cased_sigir_support_refute_norwegian_label_40_2nd_test_lr10_8_fast_14_pipeline_en * Add model 2024-09-26-phrasebank_sentiment_analysis_priyabrata018_pipeline_en * Add model 2024-09-27-romanian_sentiment_01_pipeline_en * Add model 2024-09-27-bert_base_chinese_3060textsort_pipeline_en * Add model 2024-09-23-fine_tune_whisper_small_sania67_pipeline_en * Add model 2024-09-26-hatebert_hate_offensive_normal_speech_lr_2e_05_en * Add model 2024-09-27-bert_base_year_classifier_pipeline_en * Add model 2024-09-26-bert_base_malayalam_politics_en * Add model 2024-09-27-bert_base_multilingual_uncased_hate_speech_ben_hin_pipeline_xx * Add model 2024-09-27-dsm_509_assignment_sentiment_analysis_bert_siva_gowtham_pipeline_en * Add model 2024-09-23-xlm_roberta_base_tweet_sentiment_italian_trimmed_italian_15000_pipeline_en * Add model 2024-09-26-bert_finetuned_mrpc_jkassemi_pipeline_en * Add model 2024-09-26-gibberish_sentence_detection_model_turkish_tr * Add model 2024-09-26-bert_base_uncased_relevance_extractor_secondary_binary_pipeline_en * Add model 2024-09-26-bert_drug_review_tonga_tonga_islands_condition_pipeline_en * Add model 2024-09-26-m3_deeplearning_pipeline_en * Add model 2024-09-26-bert_base_spanish_wwm_uncased_finetuned_meia_analisisdesentimientos_jumartineze_pipeline_en * Add model 2024-09-26-legal_bert_base_uncased_5_epochs_fine_tune_pipeline_en * Add model 2024-09-26-cross_encoder_roberta_wwm_ext_large_pipeline_zh * Add model 2024-09-27-bert_base_german_cased_gnad10_finetuned_tagesschau_subcategories_en * Add model 2024-09-26-bert_base_multilingual_cased_csfever_nearestp_xx * Add model 2024-09-24-mbert_argmining_abstrct_english_spanish_es * Add model 2024-09-27-n_bert_agnews_padding50model_pipeline_en * Add model 2024-09-24-bert_base_uncased_ep_5_02_b_32_lr_1_2e_06_dp_0_3_swati_900_southern_sotho_false_fh_true_hs_0_en * Add model 2024-09-26-bert_base_arabertv2_1_en * Add model 2024-09-26-sentimen_analysis_yelp_pipeline_en * Add model 2024-09-26-bert_base_cased_snli_model4_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_emotion_harukai_pipeline_en * Add model 2024-09-25-sent_melayubert_pipeline_ms * Add model 2024-09-25-bert_finetuned_hausa_ner_en * Add model 2024-09-26-bert_base_uncased_tesla_ic_pipeline_en * Add model 2024-09-27-init_bert_ft_qqp_33_pipeline_en * Add model 2024-09-25-sarcasm_detection_bert_base_uncased_cree_pipeline_en * Add model 2024-09-25-bengali_topic_all_doc_pipeline_bn * Add model 2024-09-26-bertbase_uncased_2_actual_pipeline_en * Add model 2024-09-23-fine_tuned_decoder_pipeline_en * Add model 2024-09-21-distilbert4_en * Add model 2024-09-25-legalis_bert_de * Add model 2024-09-26-cs431_camera_coqe_csi_en * Add model 2024-09-24-bert_distilled_twitter_sent140_dataset_hp_optimized_en * Add model 2024-09-26-bert_ft_cola_41_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_imdb_hazardous_en * Add model 2024-09-26-bert_base_uncased_v1_en * Add model 2024-09-19-bge_large_eedi_2024_pipeline_en * Add model 2024-09-26-out_glue_mrpc_pipeline_en * Add model 2024-09-25-chilean_spanish_hate_speech_es * Add model 2024-09-26-boss_toxicity_6000_bert_base_uncased_en * Add model 2024-09-27-bert_base_phia_test_pipeline_en * Add model 2024-09-26-finetuned_bert_base_on_iemocap_5_pipeline_en * Add model 2024-09-23-distilbert_base_uncased_finetuned_emotion_aiekek_pipeline_en * Add model 2024-09-25-bert_base_multilingual_uncased_akazi_xx * Add model 2024-09-25-bert_base_multilingual_uncased_sentiment_eternaut_pipeline_xx * Add model 2024-09-25-n_bert_twitterfin_padding90model_en * Add model 2024-09-26-bert_base_culinary_en * Add model 2024-09-26-response_quality_classifier_base_pipeline_ru * Add model 2024-09-26-bert_base_uncased_finetuned_dmitva_ai_and_human_generated_en * Add model 2024-09-22-mentalroberta_empai_final2_en * Add model 2024-09-24-distilbert_base_multilingual_cased_sent_negativo_esp_xx * Add model 2024-09-26-mod4team5_en * Add model 2024-09-27-bert_restaurant_review_pipeline_en * Add model 2024-09-26-burmese_bert_fine_tuned_psh3_en * Add model 2024-09-27-belief_classifier_mturk_unmarked_trigger_bert_base_cased_2023_4_26_0_34_en * Add model 2024-09-25-legal_ner_finetuned_pipeline_en * Add model 2024-09-26-dummy_model_hefeng0_en * Add model 2024-09-26-finbertselftrain_pipeline_en * Add model 2024-09-26-bert_base_uncased_ft_google_pipeline_en * Add model 2024-09-26-family_categorization_pipeline_en * Add model 2024-09-26-bert_base_cased_paraphrase_classification_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_emotion_forna_en * Add model 2024-09-25-danish_bert_pipeline_en * Add model 2024-09-25-aes_enem_models_sourcea_regression_from_bertimbau_large_c5_pipeline_en * Add model 2024-09-27-distillbert_distilled_ag_news_2_pipeline_en * Add model 2024-09-26-english_astitchtask1a_bertbaseuncased_falsetrue_0_0_best_pipeline_en * Add model 2024-09-25-chinese_roberta_climate_related_prediction_v1_en * Add model 2024-09-26-parsbert_finetuned_pipeline_en * Add model 2024-09-27-albert_chinese_base_text_classification_en * Add model 2024-09-26-bert_large_cased_mnli_model3_en * Add model 2024-09-27-bert_base_banking77_pt2_eoeelocr_pipeline_en * Add model 2024-09-24-finetuning_sentiment_model_3000_samples_jbnextnext_en * Add model 2024-09-27-popbert_pipeline_de * Add model 2024-09-22-frugalscore_medium_deberta_bert_score_pipeline_en * Add model 2024-09-20-finetuning_imdb_sentiment_model_3000_samples_rahulgaikwad007_en * Add model 2024-09-26-results_profoz_pipeline_en * Add model 2024-09-26-bert_base_multilingual_cased_finetuned_papluca_pipeline_xx * Add model 2024-09-24-minilm_emotions_finetuned_en * Add model 2024-09-27-bert_base_uncased_finetuned_cola_dropout_0_5_en * Add model 2024-09-24-roberta_qa_quales_iberlef_pipeline_en * Add model 2024-09-26-bert_base_uncased_finetuned_mrpc_amrezkazemi_pipeline_en * Add model 2024-09-26-latdistilledmodel_en * Add model 2024-09-26-bert_base_uncased_finetuned_mnli_rte_wnli_5_en * Add model 2024-09-27-fakenews_bert_base_cased_emoji_en * Add model 2024-09-25-bert_base_cased_ner_chuvash_med_ft_pipeline_en * Add model 2024-09-24-distilbert_sanskrit_saskta_glue_experiment_logit_kd_data_aug_mrpc_96_en * Add m… * Models hub (#14470) Co-authored-by: ahmedlone127 Co-authored-by: Maziyar Panahi * 2024-11-01-distilbart_xsum_12_6_en (#14447) * Add model 2024-11-01-distilbart_xsum_12_6_en * Add model 2024-11-03-gpt2_en * Add model 2024-11-08-hubert_ukrainian_uk * Add model 2024-11-08-hubert_ukrainian_pipeline_uk * Add model 2024-11-08-unitku_hubert_japanese_asr_ja * Add model 2024-11-08-unitku_hubert_japanese_asr_pipeline_ja * Add model 2024-11-08-hubert_large_japanese_asr_ja * Add model 2024-11-08-hubert_large_japanese_asr_pipeline_ja --------- Co-authored-by: ahmedlone127 * 2024-11-10-rubert_address_elements_ru (#14452) * Add model 2024-11-11-sent_bowdpr_wiki_en * Add model 2024-11-11-cc_uffs_ppc_ft_test_multiqa_pipeline_en * Add model 2024-11-11-unified_skill_ner_echo_en * Add model 2024-11-11-mountain_ner_model_en * Add model 2024-11-11-mountain_ner_model_pipeline_en * Add model 2024-11-11-msu_wiki_ner_ru * Add model 2024-11-11-bert_xomlac_ner_pipeline_zh * Add model 2024-11-11-bert_base_cased_finetuned_ner_pipeline_en * Add model 2024-11-11-bert_base_cased_finetuned_ner_en * Add model 2024-11-11-ner_tokenclassification_persian_pipeline_en * Add model 2024-11-11-persian_text_ner_bert_v1_fa * Add model 2024-11-11-sent_flang_spanbert_pipeline_en * Add model 2024-11-11-sent_gww_pipeline_en * Add model 2024-11-11-software_ner_prod_en * Add model 2024-11-11-quote_model_bertm_v1_pipeline_en * Add model 2024-11-11-classify_bluesky_1000_v2_pipeline_en * Add model 2024-11-11-msu_wiki_ner_pipeline_ru * Add model 2024-11-11-hardware_ner_prod_en * Add model 2024-11-11-auto_adver_pipeline_en * Add model 2024-11-11-bert_finetuned_ner_viktoryes_pipeline_en * Add model 2024-11-11-bert_finetuned_ner_viktoryes_en * Add model 2024-11-11-quote_model_bertm_v1_en * Add model 2024-11-11-software_ner_prod_pipeline_en * Add model 2024-11-11-sent_tiny_mlm_glue_qnli_en * Add model 2024-11-11-sent_cocodr_large_pipeline_en * Add model 2024-11-11-ner_tokenclassification_persian_en * Add model 2024-11-11-hardware_ner_prod_pipeline_en * Add model 2024-11-11-embedded_e5_base_50_pipeline_en * Add model 2024-11-11-bert_finetuned_tmvar_corpus_pipeline_en * Add model 2024-11-11-e5_base_pipeline_en * Add model 2024-11-11-e5_large_en * Add model 2024-11-11-rupunct_small_ru * Add model 2024-11-11-spanish_medical_ner_pipeline_es * Add model 2024-11-11-nepal_bhasa_biored_model_pipeline_en * Add model 2024-11-11-unified_skill_ner_echo_pipeline_en * Add model 2024-11-11-e5_large_pipeline_en * Add model 2024-11-11-e5_small_en * Add model 2024-11-11-cleaned_e5_base_unsupervised_pipeline_en * Add model 2024-11-11-keybert_bulgarian_pipeline_bg * Add model 2024-11-11-bert_xomlac_ner_zh * Add model 2024-11-11-bert_finetuned_tmvar_corpus_en * Add model 2024-11-11-cleaned_e5_large_unsupervised_en * Add model 2024-11-11-sent_tiny_mlm_snli_en * Add model 2024-11-11-embedded_e5_base_50_en * Add model 2024-11-11-cleaned_e5_base_unsupervised_en * Add model 2024-11-11-results_pipeline_en * Add model 2024-11-11-xlm_cebinary_vmo2_large_3_en * Add model 2024-11-11-xlm_cebinary_vmo2_large_3_pipeline_en * Add model 2024-11-11-southern_sotho_mpnet_base_normal_en * Add model 2024-11-11-persian_text_ner_bert_v1_pipeline_fa * Add model 2024-11-11-results_en * Add model 2024-11-11-autotrain_nzog3_ca819_pipeline_en * Add model 2024-11-11-sentence_similarity_finetuned_mpnet_adrta_pipeline_en * Add model 2024-11-11-sentence_similarity_finetuned_mpnet_adrta_en * Add model 2024-11-11-sentencetransformer_mpnet_base_on_chemical_dataset_en * Add model 2024-11-11-keybert_bulgarian_bg * Add model 2024-11-11-southern_sotho_mpnet_base10_en * Add model 2024-11-11-sentencetransformer_mpnet_base_on_chemical_dataset_pipeline_en * Add model 2024-11-11-e5_base_en * Add model 2024-11-11-southern_sotho_mpnet_base_normal_pipeline_en * Add model 2024-11-11-finetuned_sentence_similarity_en * Add model 2024-11-11-nepal_bhasa_biored_model_en * Add model 2024-11-11-whisper_tiny_amharic_en * Add model 2024-11-11-cleaned_e5_large_unsupervised_pipeline_en * Add model 2024-11-11-sent_bert_base_english_french_arabic_cased_pipeline_en * Add model 2024-11-11-fund_embedder_en * Add model 2024-11-11-whisper_tiny_v2_2_romanian_pipeline_en * Add model 2024-11-11-southern_sotho_mpnet_base20_pipeline_en * Add model 2024-11-11-auto_adver_en * Add model 2024-11-11-whisper_small_arabic_augmentation_en * Add model 2024-11-11-linshoufanfork_whisper_small_nan_twi_pinyin_pipeline_en * Add model 2024-11-11-whisper_small_arabic_augmentation_pipeline_en * Add model 2024-11-11-whisper_tiny_amharic_pipeline_en * Add model 2024-11-11-whisper_tiny_arabic_pipeline_ar * Add model 2024-11-11-linshoufanfork_whisper_small_nan_twi_pinyin_en * Add model 2024-11-11-checkpoints_almino_pipeline_en * Add model 2024-11-11-whisper_tiny_v2_2_romanian_en * Add model 2024-11-11-autotrain_nzog3_ca819_en * Add model 2024-11-11-whisper_omg_hi * Add model 2024-11-11-whisper_omg_pipeline_hi * Add model 2024-11-11-checkpoints_almino_en * Add model 2024-11-11-whisper_small_western_frisian_dutch_transfer_from_english_fy * Add model 2024-11-11-whisper_tiny_nob_en * Add model 2024-11-11-whisper_tiny_nob_pipeline_en * Add model 2024-11-11-whisper_small_western_frisian_dutch_transfer_from_english_pipeline_fy * Add model 2024-11-11-whisper_tiny_arabic_ar * Add model 2024-11-11-e5_small_pipeline_en * Add model 2024-11-11-whisper_small_english_crossdelenna_en * Add model 2024-11-11-finetuned_sentence_similarity_pipeline_en * Add model 2024-11-11-whisper_small_malay_pipeline_my * Add model 2024-11-11-whisper_small_malay_my * Add model 2024-11-11-rupunct_small_pipeline_ru * Add model 2024-11-11-southern_sotho_mpnet_base20_en * Add model 2024-11-11-whisper_small_english_crossdelenna_pipeline_en * Add model 2024-11-11-whisper_small_russian_f_ru * Add model 2024-11-11-whisper_small_yt_en * Add model 2024-11-11-whisper_small_russian_f_pipeline_ru * Add model 2024-11-11-whisper_small_yt_pipeline_en * Add model 2024-11-11-whisper_base_common_voice_arabic11_0_en * Add model 2024-11-11-southern_sotho_mpnet_base10_pipeline_en * Add model 2024-11-11-spanish_medical_ner_es * Add model 2024-11-11-whisper_base_common_voice_arabic11_0_pipeline_en * Add model 2024-11-11-whisper_base_hungarian_v1_hu * Add model 2024-11-11-whisper_base_hungarian_v1_pipeline_hu * Add model 2024-11-11-whisper_finetuned_atcosim_en * Add model 2024-11-11-whisper_finetuned_atcosim_pipeline_en * Add model 2024-11-11-whisper_medium_latvian_ver2_lv * Add model 2024-11-11-whisper_medium_latvian_ver2_pipeline_lv * Add model 2024-11-11-whisper_small_french_uncased_fr * Add model 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2024-11-11-beto_sentiment_analysis_finetuned_en * Add model 2024-11-11-beto_sentiment_analysis_finetuned_pipeline_en * Add model 2024-11-11-personalinfoclassifier_en * Add model 2024-11-11-fine_tuned_metaphor_detection_en * Add model 2024-11-11-personalinfoclassifier_pipeline_en * Add model 2024-11-11-hs_arabic_translate_syn_4class_for_tool_en * Add model 2024-11-11-fine_tuned_metaphor_detection_pipeline_en * Add model 2024-11-11-clinical_trial_termination_en * Add model 2024-11-11-factuality_model_pipeline_en * Add model 2024-11-11-factuality_model_en * Add model 2024-11-11-bert_classifier_spanish_news_classification_headlines_pipeline_es * Add model 2024-11-11-kaggle_detect_generated_text_pipeline_en * Add model 2024-11-11-bert_base_uncased_sba_clf_pipeline_en * Add model 2024-11-11-e5_small_lora_ai_generated_detector_en * Add model 2024-11-11-bert_340m_ft_first_1000_pref_en * Add model 2024-11-11-kaggle_detect_generated_text_en * Add model 2024-11-11-bert_news_class_en * Add model 2024-11-11-politeness_model_pipeline_en * Add model 2024-11-11-politeness_model_en * Add model 2024-11-11-biomednlp_pubmedbert_base_uncased_abstract_fulltext_finetuned_pubmedqa_pipeline_en * Add model 2024-11-11-scenario_nepal_bhasa_pipeline_en * Add model 2024-11-11-bio_clinicalbert_medical_en * Add model 2024-11-11-bert_classifier_spanish_news_classification_headlines_es * Add model 2024-11-11-bert_base_cased_mnli_en * Add model 2024-11-11-bert_large_finetuned_phishing_junginkim_en * Add model 2024-11-11-popbert_pipeline_de * Add model 2024-11-11-aspect_based_sentiment_analyzer_using_bert_en * Add model 2024-11-11-bert_base_cased_mnli_pipeline_en * Add model 2024-11-11-workprocess_24_10_01_en * Add model 2024-11-11-bert_model_news_aggregator_pipeline_en * Add model 2024-11-11-bert_base_uncased_emotion_prikshit7766_en * Add model 2024-11-11-clinical_trial_termination_pipeline_en * Add model 2024-11-11-nasa_smd_ibm_v0_1_uat_labeler_en * Add model 2024-11-11-hs_arabic_translate_syn_4class_for_tool_pipeline_en * Add model 2024-11-11-flash_italian_ns_classifier_fpt_en * Add model 2024-11-11-bert_large_finetuned_phishing_junginkim_pipeline_en * Add model 2024-11-11-e5_small_lora_ai_generated_detector_pipeline_en * Add model 2024-11-11-biomednlp_pubmedbert_base_uncased_abstract_fulltext_finetuned_pubmedqa_en * Add model 2024-11-11-climateattention_ctw_pipeline_en * Add model 2024-11-11-climateattention_ctw_en * Add model 2024-11-11-bio_clinicalbert_medical_pipeline_en * Add model 2024-11-11-bert_340m_ft_first_1000_pref_pipeline_en * Add model 2024-11-11-sst2_benign_bert_uncased_pipeline_en * Add model 2024-11-11-roberta_base_finetuned_ner_cadec_pipeline_en * Add model 2024-11-11-roberta_combined_generated_v1_1_epoch_7_en * Add model 2024-11-11-roberta_base_ainu_sayula_popoluca_en * Add model 2024-11-11-roberta_large_lemon_spell_5k_pipeline_en * Add model 2024-11-11-roberta_test_training_pipeline_en * Add model 2024-11-11-roberta_test_training_en * Add model 2024-11-11-securebert_finetuned_ner_pipeline_en * Add model 2024-11-11-bert_base_uncased_sba_clf_en * Add model 2024-11-11-sst2_benign_bert_uncased_en * Add model 2024-11-11-biomed_roberta_all_deep_en * Add model 2024-11-11-bert_model_news_aggregator_en * Add model 2024-11-11-indonesian_roberta_base_nerp_tagger_pipeline_en * Add model 2024-11-11-indonesian_roberta_base_nerp_tagger_en * Add model 2024-11-11-flash_italian_ns_classifier_fpt_pipeline_en * Add model 2024-11-11-popbert_de * Add model 2024-11-11-roberta_base_ainu_sayula_popoluca_pipeline_en * Add model 2024-11-11-roberta_base_finetuned_ner_cadec_en * Add model 2024-11-11-nasa_smd_ibm_v0_1_uat_labeler_pipeline_en * Add model 2024-11-11-scenario_nepal_bhasa_en * Add model 2024-11-11-affilgood_ner_en * Add model 2024-11-11-bge_large_zhtw_v1_5_en * Add model 2024-11-11-bge_small_english_v1_5_ft_orc_0930_dates_en * Add model 2024-11-11-bge_base_legal_matryoshka_v1_pipeline_en * Add model 2024-11-11-bsc_bio_ehr_spanish_distemist_es * Add model 2024-11-11-finetuned_baai_bge_base_english_pipeline_en * Add model 2024-11-11-bge_micro_smiles_pipeline_en * Add model 2024-11-11-bge_micro_smiles_en * Add model 2024-11-11-securebert_finetuned_ner_en * Add model 2024-11-11-bsc_bio_ehr_spanish_distemist_pipeline_es * Add model 2024-11-11-bge_tuned_en * Add model 2024-11-11-bge_base_english_v1_5_course_recommender_v2_en * Add model 2024-11-11-bge_base_legal_matryoshka_v1_en * Add model 2024-11-11-roberta_combined_generated_v1_1_epoch_8_en * Add model 2024-11-11-bge_small_english_v1_5_ft_orc_0930_dates_pipeline_en * Add model 2024-11-11-roberta_base_bne_capitel_ner_bsc_lt_pipeline_es * Add model 2024-11-11-fine_tuned_bge_large_en * Add model 2024-11-11-bge_99gpt_v1_en * Add model 2024-11-11-affilgood_ner_pipeline_en * Add model 2024-11-11-roberta_large_finetuned_abbr_filtered_plod_en * Add model 2024-11-11-roberta_base_bne_capitel_ner_plantl_gob_es_pipeline_es * Add model 2024-11-11-bge_tuned_pipeline_en * Add model 2024-11-11-roberta_base_absa_ate_sentiment_en * Add model 2024-11-11-bsc_bio_ehr_spanish_medprocner_pipeline_es * Add model 2024-11-11-lettuce_sayula_popoluca_dutch_mono_en * Add model 2024-11-11-ruroberta_large_ner_pipeline_en * Add model 2024-11-11-bge_base_english_v1_5_course_recommender_v2_pipeline_en * Add model 2024-11-11-roberta_combined_generated_epoch_7_pipeline_en * Add model 2024-11-11-roberta_combined_generated_epoch_7_en * Add model 2024-11-11-bge_small_english_v1_5_rirag_obliqa_en * Add model 2024-11-11-bge_99gpt_v1_pipeline_en * Add model 2024-11-11-bert_base_uncased_emotion_prikshit7766_pipeline_en * Add model 2024-11-11-roberta_large_finetuned_ner_finetuned_ner_en * Add model 2024-11-11-lettuce_sayula_popoluca_dutch_mono_pipeline_en * Add model 2024-11-11-roberta_large_finetuned_ner_finetuned_ner_pipeline_en * Add model 2024-11-11-bge_base_english_v1_5_finetuned_osllmai_v1_pipeline_en * Add model 2024-11-11-bert_finetuned_semantic_augmentation_ner_en * Add model 2024-11-11-bge_large_zhtw_v1_5_pipeline_en * Add model 2024-11-11-roberta_combined_generated_v1_1_epoch_8_pipeline_en * Add model 2024-11-11-ruroberta_large_ner_en * Add model 2024-11-11-roberta_spanish_clinical_trials_neg_spec_ner_en * Add model 2024-11-11-bert_news_class_pipeline_en * Add model 2024-11-11-roberta_base_absa_ate_sentiment_pipeline_en * Add model 2024-11-11-finetuned_bge_base_english_pipeline_en * Add model 2024-11-11-roberta_combined_generated_v1_1_epoch_7_pipeline_en * Add model 2024-11-11-fine_tuned_bge_large_pipeline_en * Add model 2024-11-11-workprocess_24_10_01_pipeline_en --------- Co-authored-by: ahmedlone127 * Add model 2024-11-13-roberta_embeddings_legal_roberta_base_en (#14456) Co-authored-by: gadde5300 * Add model 2024-11-20-bert_embeddings_sec_bert_base_en (#14460) Co-authored-by: gadde5300 * 2024-11-26-mini_cpm_2b_8bit_xx (#14466) * Add model 2024-11-26-mini_cpm_2b_8bit_xx * Add model 2024-11-26-mini_cpm_2b_8bit_xx * Add model 2024-11-27-nllb_distilled_600M_8int_xx * Add model 2024-11-27-nomic_embed_v1_en * Add model 2024-11-29-nomic_embed_v1_en * Delete docs/_posts/ahmedlone127/2024-11-29-nomic_embed_v1_en.md * Update 2024-11-27-nllb_distilled_600M_8int_xx.md * Update 2024-11-27-nllb_distilled_600M_8int_xx.md * Add model 2024-11-29-phi_3_mini_128k_instruct_en * Update 2024-11-29-phi_3_mini_128k_instruct_en.md * Add model 2024-11-29-qwen_7.5b_chat_en --------- Co-authored-by: ahmedlone127 --------- Co-authored-by: jsl-models <74001263+jsl-models@users.noreply.github.com> Co-authored-by: ahmedlone127 Co-authored-by: DevinTDHa Co-authored-by: Devin Ha <33089471+DevinTDHa@users.noreply.github.com> * [SPARKNLP-1092] Adding support to read HTML files (#14449) * [SPARKNLP-1089] Adding support to read HTML files * [SPARKNLP-1089] Adding documentation and support for set of URLs in python * [SPARKNLP-1089] Adding input validation in python * [SPARKNLP-1089] Minor fix to notebook * Update Spark NLP version --------- Co-authored-by: Maziyar Panahi Co-authored-by: ahmedlone127 Co-authored-by: Abdullah mubeen <77073730+AbdullahMubeenAnwar@users.noreply.github.com> Co-authored-by: Danilo Burbano <37355249+danilojsl@users.noreply.github.com> Co-authored-by: Devin Ha <33089471+DevinTDHa@users.noreply.github.com> Co-authored-by: Danilo Burbano Co-authored-by: github-actions Co-authored-by: jsl-models <74001263+jsl-models@users.noreply.github.com> Co-authored-by: DevinTDHa --- CHANGELOG | 33 + README.md | 14 +- build.sbt | 9 +- conda/meta.yaml | 4 +- docs/_data/navigation.yml | 2 + docs/_layouts/landing.html | 2 +- docs/_posts/ahmedlone127/2023-12-02-a2_en.md | 2 +- docs/api/com/index.html | 8 +- .../com/johnsnowlabs/client/CloudClient.html | 8 +- .../com/johnsnowlabs/client/CloudManager.html | 8 +- .../johnsnowlabs/client/CloudResources$.html | 8 +- .../com/johnsnowlabs/client/CloudStorage.html | 8 +- .../client/aws/AWSAnonymousCredentials.html | 8 +- 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docs/en/tasks/question_answering.md create mode 100644 docs/en/tasks/summarization.md create mode 100644 docs/en/tasks/table_question_answering.md create mode 100644 docs/en/tasks/text_classification.md create mode 100644 docs/en/tasks/text_generation.md create mode 100644 docs/en/tasks/text_preprocessing.md create mode 100644 docs/en/tasks/token_classification.md create mode 100644 docs/en/tasks/translation.md create mode 100644 docs/en/tasks/zero_shot_classification.md create mode 100644 docs/en/tasks/zero_shot_image_classification.md create mode 100644 examples/python/llama.cpp/PromptAssember_with_AutoGGUFModel.ipynb create mode 100644 examples/python/reader/SparkNLP_HTML_Reader_Demo.ipynb create mode 100644 examples/python/transformers/onnx/HuggingFace_ONNX_in_Spark_NLP_BertForMultipleChoice.ipynb create mode 100644 examples/python/transformers/openvino/HuggingFace_OpenVINO_in_Spark_NLP_BertForMultipleChoice.ipynb create mode 100644 python/sparknlp/annotator/classifier_dl/bert_for_multiple_choice.py create mode 100644 python/sparknlp/base/prompt_assembler.py create mode 100644 python/sparknlp/reader/__init__.py create mode 100644 python/sparknlp/reader/sparknlp_reader.py create mode 100644 python/test/annotator/classifier_dl/bert_for_multiple_choice_test.py create mode 100644 python/test/base/__init__.py create mode 100644 python/test/base/prompt_assembler_test.py create mode 100644 python/test/sparknlp_test.py create mode 100644 src/main/scala/com/johnsnowlabs/nlp/PromptAssembler.scala create mode 100644 src/main/scala/com/johnsnowlabs/nlp/annotators/classifier/dl/BertForMultipleChoice.scala create mode 100644 src/main/scala/com/johnsnowlabs/reader/ElementType.scala create mode 100644 src/main/scala/com/johnsnowlabs/reader/HTMLElement.scala create mode 100644 src/main/scala/com/johnsnowlabs/reader/HTMLReader.scala create mode 100644 src/main/scala/com/johnsnowlabs/reader/SparkNLPReader.scala create mode 100755 src/test/resources/reader/html/example-10k.html create mode 100755 src/test/resources/reader/html/fake-html.html create mode 100644 src/test/scala/com/johnsnowlabs/nlp/PromptAssemblerTestSpec.scala create mode 100644 src/test/scala/com/johnsnowlabs/nlp/annotators/classifier/dl/BertForMultipleChoiceTestSpec.scala create mode 100644 src/test/scala/com/johnsnowlabs/reader/HTMLReaderTest.scala diff --git a/CHANGELOG b/CHANGELOG index 8912a2e7a41dac..5a09975bb542a6 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,36 @@ +======== +5.5.1 +======== +---------------- +New Features & Enhancements +---------------- +* `BertForMultipleChoice` Transformer Added. Enhanced BERT’s capabilities to handle multiple-choice tasks such as standardized test questions and survey or quiz automation. +* Integrated New Tasks and Documentation: + * Added support and documentation for the following tasks: + * Automatic Speech Recognition + * Dependency Parsing + * Image Captioning + * Image Classification + * Landing Page + * Question Answering + * Summarization + * Table Question Answering + * Text Classification + * Text Generation + * Text Preprocessing + * Token Classification + * Translation + * Zero-Shot Classification + * Zero-Shot Image Classification +* `PromptAssembler` Annotator Introduced. Introduced a new annotator that constructs prompts for LLMs using a chat template and a sequence of messages. Accepts an array of tuples with roles (“system”, “user”, “assistant”) and message texts. Utilizes llama.cpp as a backend for template parsing, supporting basic template applications. + +---------------- +Bug Fixes +---------------- +* Resolved Pretrained Model Loading Issue on DBFS Systems. +* Fixed a bug where pretrained models were not found when running AutoGGUF model pipelines on Databricks due to incorrect path handling of gguf files. + + ======== 5.5.0 ======== diff --git a/README.md b/README.md index 77ae82f10edec9..e5af113964073d 100644 --- a/README.md +++ b/README.md @@ -63,7 +63,7 @@ $ java -version $ conda create -n sparknlp python=3.7 -y $ conda activate sparknlp # spark-nlp by default is based on pyspark 3.x -$ pip install spark-nlp==5.5.0 pyspark==3.3.1 +$ pip install spark-nlp==5.5.1 pyspark==3.3.1 ``` In Python console or Jupyter `Python3` kernel: @@ -129,7 +129,7 @@ For a quick example of using pipelines and models take a look at our official [d ### Apache Spark Support -Spark NLP *5.5.0* has been built on top of Apache Spark 3.4 while fully supports Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, 3.4.x, and 3.5.x +Spark NLP *5.5.1* has been built on top of Apache Spark 3.4 while fully supports Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, 3.4.x, and 3.5.x | Spark NLP | Apache Spark 3.5.x | Apache Spark 3.4.x | Apache Spark 3.3.x | Apache Spark 3.2.x | Apache Spark 3.1.x | Apache Spark 3.0.x | Apache Spark 2.4.x | Apache Spark 2.3.x | |-----------|--------------------|--------------------|--------------------|--------------------|--------------------|--------------------|--------------------|--------------------| @@ -157,7 +157,7 @@ Find out more about 4.x `SparkNLP` versions in our official [documentation](http ### Databricks Support -Spark NLP 5.5.0 has been tested and is compatible with the following runtimes: +Spark NLP 5.5.1 has been tested and is compatible with the following runtimes: | **CPU** | **GPU** | |--------------------|--------------------| @@ -174,7 +174,7 @@ We are compatible with older runtimes. For a full list check databricks support ### EMR Support -Spark NLP 5.5.0 has been tested and is compatible with the following EMR releases: +Spark NLP 5.5.1 has been tested and is compatible with the following EMR releases: | **EMR Release** | |--------------------| @@ -205,7 +205,7 @@ deployed to Maven central. To add any of our packages as a dependency in your ap from our official documentation. If you are interested, there is a simple SBT project for Spark NLP to guide you on how to use it in your -projects [Spark NLP SBT S5.5.0r](https://github.com/maziyarpanahi/spark-nlp-starter) +projects [Spark NLP SBT S5.5.1r](https://github.com/maziyarpanahi/spark-nlp-starter) ### Python @@ -250,7 +250,7 @@ In Spark NLP we can define S3 locations to: Please check [these instructions](https://sparknlp.org/docs/en/install#s3-integration) from our official documentation. -## Document5.5.0 +## Document5.5.1 ### Examples @@ -283,7 +283,7 @@ the Spark NLP library: keywords = {Spark, Natural language processing, Deep learning, Tensorflow, Cluster}, abstract = {Spark NLP is a Natural Language Processing (NLP) library built on top of Apache Spark ML. It provides simple, performant & accurate NLP annotations for machine learning pipelines that can scale easily in a distributed environment. Spark NLP comes with 1100+ pretrained pipelines and models in more than 192+ languages. It supports nearly all the NLP tasks and modules that can be used seamlessly in a cluster. Downloaded more than 2.7 million times and experiencing 9x growth since January 2020, Spark NLP is used by 54% of healthcare organizations as the world’s most widely used NLP library in the enterprise.} } -}5.5.0 +}5.5.1 ``` ## Community support diff --git a/build.sbt b/build.sbt index 4f35f22f8ae570..7a75e4bb134db8 100644 --- a/build.sbt +++ b/build.sbt @@ -6,7 +6,7 @@ name := getPackageName(is_silicon, is_gpu, is_aarch64) organization := "com.johnsnowlabs.nlp" -version := "5.5.0" +version := "5.5.1" (ThisBuild / scalaVersion) := scalaVer @@ -156,7 +156,8 @@ lazy val utilDependencies = Seq( exclude ("com.fasterxml.jackson.dataformat", "jackson-dataformat-cbor"), greex, azureIdentity, - azureStorage) + azureStorage, + jsoup) lazy val typedDependencyParserDependencies = Seq(junit) @@ -185,8 +186,8 @@ val llamaCppDependencies = Seq(llamaCppGPU) else if (is_silicon.equals("true")) Seq(llamaCppSilicon) -// else if (is_aarch64.equals("true")) -// Seq(openVinoCPU) + else if (is_aarch64.equals("true")) + Seq(llamaCppAarch64) else Seq(llamaCppCPU) diff --git a/conda/meta.yaml b/conda/meta.yaml index b6b5439c39f6d2..a9f693b9fc12ad 100644 --- a/conda/meta.yaml +++ b/conda/meta.yaml @@ -1,5 +1,5 @@ {% set name = "spark-nlp" %} -{% set version = "5.5.0" %} +{% set version = "5.5.1" %} package: name: {{ name|lower }} @@ -7,7 +7,7 @@ package: source: url: https://pypi.io/packages/source/{{ name[0] }}/{{ name }}/spark-nlp-{{ version }}.tar.gz - sha256: edc71585f462f548770bd13899686f10d88fa4a4a6e201bc1bf9c7711e398dc0 + sha256: e8ddaf939a1b0acbe0d7b6d6a67f7fa0c5a73339d9e4563e3c1aba1cf0039409 build: noarch: python diff --git a/docs/_data/navigation.yml b/docs/_data/navigation.yml index c6e75a2a846237..85688b6c357880 100755 --- a/docs/_data/navigation.yml +++ b/docs/_data/navigation.yml @@ -44,6 +44,8 @@ sparknlp: url: /docs/en/pipelines - title: General Concepts url: /docs/en/concepts + - title: Tasks + url: /docs/en/tasks/landing_page - title: Annotators url: /docs/en/annotators - title: Transformers diff --git a/docs/_layouts/landing.html b/docs/_layouts/landing.html index c67ff52b47e214..105f3bde451c47 100755 --- a/docs/_layouts/landing.html +++ b/docs/_layouts/landing.html @@ -201,7 +201,7 @@

{{ _section.title }}

{% highlight bash %} # Using PyPI - $ pip install spark-nlp==5.5.0 + $ pip install spark-nlp==5.5.1 # Using Anaconda/Conda $ conda install -c johnsnowlabs spark-nlp diff --git a/docs/_posts/ahmedlone127/2023-12-02-a2_en.md b/docs/_posts/ahmedlone127/2023-12-02-a2_en.md index b5e31ebec81df4..04aaac443bed1e 100644 --- a/docs/_posts/ahmedlone127/2023-12-02-a2_en.md +++ b/docs/_posts/ahmedlone127/2023-12-02-a2_en.md @@ -7,7 +7,7 @@ date: 2023-12-02 tags: [roberta, en, open_source, sequence_classification, onnx] task: Text Classification language: en -edition: Spark NLP 5.2.0 +edition: Spark NLP 5.3.0 spark_version: 3.0 supported: true engine: onnx diff --git a/docs/api/com/index.html b/docs/api/com/index.html index 770f6f64dbc4fc..771e3d19586f9b 100644 --- a/docs/api/com/index.html +++ b/docs/api/com/index.html @@ -3,9 +3,9 @@ - Spark NLP 5.5.0 ScalaDoc - com - - + Spark NLP 5.5.1 ScalaDoc - com + + @@ -28,7 +28,7 @@