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* 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_pipel…

* 2024-12-15-bert_arabic_german_english_indonesian_japanese_wikidump_en (#14480)

* Add model 2024-12-16-swin_tiny_patch4_window7_224_mm_classification_pipeline_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_finetuned_eurosat_polejowska_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_finetuned_eurosat_polejowska_pipeline_en

* Add model 2024-12-16-distil_bert_finetuned_ner_pipeline_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_finetuned_cifar10_nielsr_en

* Add model 2024-12-16-tiny_random_swinforimageclassification_en

* Add model 2024-12-16-swin_finetuned_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_mm_classification_en

* Add model 2024-12-16-distillbert_clinical_ner_pipeline_en

* Add model 2024-12-16-swin_small_patch4_window7_224_finetuned_isic217_en

* Add model 2024-12-16-icelandic_this_furry_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_english_krish2218_pipeline_en

* Add model 2024-12-16-swin_small_finetuned_cifar100_en

* Add model 2024-12-16-swin_small_finetuned_cifar100_pipeline_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_seg_swin_amal_finetuned_eurosat_en

* Add model 2024-12-16-cards_bottom_left_swin_tiny_patch4_window7_224_finetuned_dough_100_epochs_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_maarten1953_pipeline_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_finetuned_cifar10_nielsr_pipeline_en

* Add model 2024-12-16-somd_train_xlm_v2_en

* Add model 2024-12-16-datasnipper_finerdistilbert_en

* Add model 2024-12-16-osa_custom_ner_model_pipeline_en

* Add model 2024-12-16-swin_base_patch4_window7_224_rice_disease_02_pipeline_en

* Add model 2024-12-16-8_shot_sta_head_trained_pipeline_en

* Add model 2024-12-16-pii_detection_v2_1_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_french_scionk_pipeline_en

* Add model 2024-12-16-swin_base_patch4_window7_224_microsoft_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_rosepasta_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_lur601_en

* Add model 2024-12-16-cards_bottom_left_swin_tiny_patch4_window7_224_finetuned_v2_more_data_en

* Add model 2024-12-16-swin_base_patch4_window7_224_rice_disease_02_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_all_francois2511_en

* Add model 2024-12-16-swin_small_patch4_window7_224_finetuned_isic217_pipeline_en

* Add model 2024-12-16-distilbert_base_turkish_cased_multinli_turkish_tr

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_shiou0601_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_french_dasooo_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_english_krish2218_en

* Add model 2024-12-16-distilbert_uncased_ner_lora_chidamnat2002_en

* Add model 2024-12-16-swin_base_patch4_window7_224_microsoft_en

* Add model 2024-12-16-datadreamer_dev_abstracts_tonga_tonga_islands_tweet_model_en

* Add model 2024-12-16-translate_english_tonga_tonga_islands_turkish_tr

* Add model 2024-12-16-datadreamer_dev_abstracts_tonga_tonga_islands_tweet_model_pipeline_en

* Add model 2024-12-16-modeldigitoun_pipeline_en

* Add model 2024-12-16-modeldigitoun_en

* Add model 2024-12-16-t5_small_finetuned_english_tonga_tonga_islands_english_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_french_penguinman73_en

* Add model 2024-12-16-t5_small_finetuned_english_tonga_tonga_islands_english_pipeline_en

* Add model 2024-12-16-tokenizertestingmtsufall2024softwareengineering_pipeline_en

* Add model 2024-12-16-adapter_9classes_single_label_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_cats_dogs_en

* Add model 2024-12-16-mdeberta_v3_base_vnrte_10_en

* Add model 2024-12-15-rephrase_ai_en

* Add model 2024-12-16-mt5_summarize_arabic_english_pipeline_en

* Add model 2024-12-16-swin_base_patch4_window12_384_microsoft_pipeline_en

* Add model 2024-12-16-icelandic_this_furry_en

* Add model 2024-12-16-burmese_fantastic_patent_model_pipeline_en

* Add model 2024-12-16-burmese_fantastic_patent_model_en

* Add model 2024-12-16-absa_hos_multila_en

* Add model 2024-12-16-opus_books_model_french_pipeline_en

* Add model 2024-12-16-absa_hos_multila_pipeline_en

* Add model 2024-12-16-flan_t5_small_title_en

* Add model 2024-12-16-swin_finetuned_pipeline_en

* Add model 2024-12-16-idt5_base_qa_qg_baseline_tydiqa_indonesian_hl_en

* Add model 2024-12-16-kazparc_russian_english_model_1_goshective_en

* Add model 2024-12-16-kazparc_russian_english_model_1_goshective_pipeline_en

* Add model 2024-12-16-t5_fine_tuned_model_pipeline_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_finetuned_eurosat_andrecastro_pipeline_en

* Add model 2024-12-16-ner_model_3_pipeline_en

* Add model 2024-12-16-keyword_summarizer_10000_v2_en

* Add model 2024-12-16-flan_t5_hh_dpo_pipeline_en

* Add model 2024-12-16-mt5_small_finetuned_xsum_guan06_en

* Add model 2024-12-16-t5_base_grammar_checker_en

* Add model 2024-12-16-scientific_paper_summarization_en

* Add model 2024-12-16-ai_project_en

* Add model 2024-12-15-bart_large_cnn_samsum_chatgpt_v3_qiliang_en

* Add model 2024-12-16-t5_small_autotagging_pipeline_en

* Add model 2024-12-16-delivery_truck_classification_en

* Add model 2024-12-16-cs505_nercoqe_xlm_object_pipeline_en

* Add model 2024-12-16-t5_small_finetuned_news_ftmhd_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_cats_dogs_pipeline_en

* Add model 2024-12-16-burmese_awesome_opus_books_model_agaresd_en

* Add model 2024-12-16-burmese_awesome_opus_books_model_paulusfmx_en

* Add model 2024-12-16-affilgood_ner_multilingual_v2_xx

* Add model 2024-12-16-flan_t5_hh_dpo_en

* Add model 2024-12-16-cnn_news_summary_model_trained_on_reduced_data_zuru7_pipeline_en

* Add model 2024-12-16-distilbert_base_uncased_finetuned_ner_pnr_svc_pipeline_en

* Add model 2024-12-16-tokenizertestingmtsufall2024softwareengineering_en

* Add model 2024-12-16-ai_project_pipeline_en

* Add model 2024-12-16-t5_small_autotagging_en

* Add model 2024-12-16-cards_bottom_left_swin_tiny_patch4_window7_224_finetuned_v2_more_data_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_rosepasta_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_lur601_pipeline_en

* Add model 2024-12-16-adapter_9classes_single_label_pipeline_en

* Add model 2024-12-16-finetuned_answer_trans_mixed_mechanical_data_french_2_en

* Add model 2024-12-16-all_mpnet_base_v2_modulepred_en

* Add model 2024-12-16-finance_chatbot_flan_t5_base_en

* Add model 2024-12-16-flan_t5_rouge_durga_q5_clean_4d_pipeline_en

* Add model 2024-12-16-flan_t5_rouge_durga_q5_clean_4d_en

* Add model 2024-12-16-flan_t5_small_title_pipeline_en

* Add model 2024-12-16-cipher2_en

* Add model 2024-12-16-t5_large_pos2neg_pipeline_en

* Add model 2024-12-16-english_lithuanian_t5_small_en

* Add model 2024-12-16-summarization_model_dross20_pipeline_en

* Add model 2024-12-16-fine_tuned_t5_small_model_sec_5_v6_en

* Add model 2024-12-16-v1_en

* Add model 2024-12-16-deberta_v3_base_zyda_2_sentiment_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_finetuned_rcc_pipeline_en

* Add model 2024-12-16-finance_chatbot_flan_t5_base_pipeline_en

* Add model 2024-12-16-mdeberta_v3_base_vnrte_10_pipeline_en

* Add model 2024-12-16-mt5_base_english_wiki_pipeline_en

* Add model 2024-12-16-mt5_base_thai_wiki_pipeline_en

* Add model 2024-12-16-t5_base_for2inf_music_pipeline_en

* Add model 2024-12-16-translation_model_zxdexpo_pipeline_en

* Add model 2024-12-16-bslm_entity_extraction_mt5_base_include_desc_normalized_tr243k_en

* Add model 2024-12-16-ds_pipeline_en

* Add model 2024-12-16-summarization_model_dross20_en

* Add model 2024-12-16-bslm_entity_extraction_mt5_base_include_desc_normalized_tr243k_pipeline_en

* Add model 2024-12-16-burmese_awesome_opus_books_model_sarveshchaudhari_en

* Add model 2024-12-16-autotrain_cat_dog_46040114726_pipeline_en

* Add model 2024-12-16-t5small_enfr_opus_en

* Add model 2024-12-16-burmese_awesome_opus_books_model_sarveshchaudhari_pipeline_en

* Add model 2024-12-16-burmese_awesome_dailymail_baseline_model_en

* Add model 2024-12-16-speech_latex2_pipeline_en

* Add model 2024-12-16-adapter_13classes_multi_label_pipeline_en

* Add model 2024-12-16-t5_base_for2inf_music_en

* Add model 2024-12-16-mt5_bleu_durga_q1_clean_pipeline_en

* Add model 2024-12-16-flan_t5_qa_study_assistant_pipeline_en

* Add model 2024-12-16-translation_model_zxdexpo_en

* Add model 2024-12-16-flan_t5_rouge_durga_q5_clean_4c_pipeline_en

* Add model 2024-12-16-plant_classification_en

* Add model 2024-12-16-opus_books_model_french_en

* Add model 2024-12-16-t5_base_grammar_checker_pipeline_en

* Add model 2024-12-16-swin_tiny_patch4_window7_224_finetuned_rcc_en

* Add model 2024-12-16-somd_train_xlm_v2_pipeline_en

* Add model 2024-12-16-finetuned_answer_trans_mixed_mechanical_data_french_2_pipeline_en

* Add model 2024-12-16-plant_classification_pipeline_en

* Add model 2024-12-16-flan_t5_rouge_durga_3b_en

* Add model 2024-12-16-question_model_2data_pipeline_en

* Add model 2024-12-16-burmese_awesome_opus_books_model_agaresd_pipeline_en

* Add model 2024-12-16-t5_spell_base_ru

* Add model 2024-12-16-distilbert_base_uncased_finetuned_ner_alicedh_en

* Add model 2024-12-16-kazparc_english_russian_model_1_pipeline_en

* Add model 2024-12-16-fine_tuned_t5_small_model_sec_5_v6_pipeline_en

* Add model 2024-12-16-text_tonga_tonga_islands_sparql_t5_base_2024_10_01_04_05_pipeline_en

* Add model 2024-12-16-mt5_base_qa_v2_en

* Add model 2024-12-16-t5_small_finetuned_samsum_vasumathin298_pipeline_en

* Add model 2024-12-16-flan_t5_rouge_durga_q5_clean_4c_en

* Add model 2024-12-16-mt5_base_qa_v2_pipeline_en

* Add model 2024-12-16-fine_tuned_t5_small_model_sec_5_v3_pipeline_en

* Add model 2024-12-16-text2triple_flan_t5_en

* Add model 2024-12-16-flan_t5_rouge_durga_q5_clean_2_pipeline_en

* Add model 2024-12-16-t5_small_finetuned_xsum_arinzeo_en

* Add model 2024-12-16-text2triple_flan_t5_pipeline_en

* Add model 2024-12-16-distilbert_zeroshot_en

* Add model 2024-12-16-ds_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_french_penguinman73_pipeline_en

* Add model 2024-12-15-all_mpnet_base_v2_bioasq_1epoc_en

* Add model 2024-12-16-mt5_bleu_durga_q1_clean_en

* Add model 2024-12-16-autotrain_cat_dog_46040114726_en

* Add model 2024-12-16-cipher2_pipeline_en

* Add model 2024-12-16-burmese_awesome_opus_books_model_paulusfmx_pipeline_en

* Add model 2024-12-16-fine_tuned_t5_small_model_sec_5_v11_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_wol_en

* Add model 2024-12-16-mt5_small_ganda_inf_english_pipeline_en

* Add model 2024-12-16-mt5_small_ganda_inf_english_en

* Add model 2024-12-16-lora_medical_flan_t5_small_pipeline_en

* Add model 2024-12-16-text_tonga_tonga_islands_sparql_t5_base_2024_10_01_04_05_en

* Add model 2024-12-16-v1_pipeline_en

* Add model 2024-12-16-translate_english_tonga_tonga_islands_turkish_pipeline_tr

* Add model 2024-12-16-your_model_name_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_english_wndlek3_en

* Add model 2024-12-16-meetingbank_qa_summary_en

* Add model 2024-12-16-adapter_13classes_multi_label_en

* Add model 2024-12-16-distilbert_base_uncased_finetuned_ner_pnr_svc_en

* Add model 2024-12-16-t5_small_finetuned_aspect_01_pipeline_en

* Add model 2024-12-16-kazparc_english_russian_model_1_en

* Add model 2024-12-16-idt5_base_qa_qg_baseline_tydiqa_indonesian_hl_pipeline_en

* Add model 2024-12-16-t5_fine_tuned_model_en

* Add model 2024-12-16-burmese_awesome_dailymail_baseline_model_pipeline_en

* Add model 2024-12-16-mt5_base_thai_wiki_en

* Add model 2024-12-16-keyword_summarizer_10000_v2_pipeline_en

* Add model 2024-12-16-delivery_truck_classification_pipeline_en

* Add model 2024-12-16-your_model_name_en

* Add model 2024-12-16-flan_t5_rouge_muhammad_pipeline_en

* Add model 2024-12-16-fine_tuned_t5_small_model_sec_5_v3_en

* Add model 2024-12-16-ft_t5_small_ganda_en

* Add model 2024-12-16-scientific_paper_summarization_pipeline_en

* Add model 2024-12-16-mt5_small_finetuned_xsum_guan06_pipeline_en

* Add model 2024-12-16-t5_small_finetuned_xsum_arinzeo_pipeline_en

* Add model 2024-12-16-t5_small_finetuned_samsum_vasumathin298_en

* Add model 2024-12-16-t5_large_pos2neg_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_jojeyh_pipeline_en

* Add model 2024-12-16-swin_base_patch4_window12_384_microsoft_en

* Add model 2024-12-16-beto_biobert_en

* Add model 2024-12-16-yert_ner_en

* Add model 2024-12-16-ft_t5_small_ganda_pipeline_en

* Add model 2024-12-16-bert_tiny_ontonotes_en

* Add model 2024-12-16-yert_ner_pipeline_en

* Add model 2024-12-16-bert_russian_pe_ner_epoch15_en

* Add model 2024-12-16-test_bertlike_ner_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_all_francois2511_pipeline_en

* Add model 2024-12-16-camelbert_msa_zaebuc_ged_43_ar

* Add model 2024-12-16-t5_small_finetuned_xsum_danish24_pipeline_en

* Add model 2024-12-16-camelbert_msa_zaebuc_ged_43_pipeline_ar

* Add model 2024-12-16-flan_t5_rouge_durga_q5_clean_2_en

* Add model 2024-12-16-t5_small_finetuned_xsum_danish24_en

* Add model 2024-12-16-beto_biobert_pipeline_en

* Add model 2024-12-16-camelbert_ner_arabic_ar

* Add model 2024-12-16-beto_prescripciones_medicas_pipeline_es

* Add model 2024-12-16-camelbert_ner_arabic_pipeline_ar

* Add model 2024-12-16-bert_base_spanish_wwm_cased_finetuned_ner_pipeline_en

* Add model 2024-12-16-cnec_2_0_supertypes_slavicbert_pipeline_en

* Add model 2024-12-16-feature_extraction_model_damage_trigger_effect_location_naacl_2025_en

* Add model 2024-12-16-mt5_summarize_arabic_english_en

* Add model 2024-12-16-ner_fine_tuned_beto_finetuned_ner_raulgdp_pipeline_en

* Add model 2024-12-16-xlm_roberta_base_finetuned_panx_german_nhduc1993_pipeline_en

* Add model 2024-12-16-t5_small_finetuned_aspect_01_en

* Add model 2024-12-16-flan_t5_rouge_durga_3b_pipeline_en

* Add model 2024-12-16-cnn_news_summary_model_trained_on_reduced_data_zuru7_en

* Add model 2024-12-16-beto_prescripciones_medicas_es

* Add model 2024-12-16-cnec_2_0_supertypes_slavicbert_en

* Add model 2024-12-16-bertner_biobert_pipeline_en

* Add model 2024-12-16-bert_finetuned_squad_saadon_en

* Add model 2024-12-16-pruebamodelotfm_bert_spanish_en

* Add model 2024-12-16-bert_finetuned_squad_boimbukanbaim_en

* Add model 2024-12-16-english_lithuanian_t5_small_pipeline_en

* Add model 2024-12-16-hubert_qa_milqa_impossible_hu

* Add model 2024-12-16-qthang_finetuned_2_pipeline_en

* Add model 2024-12-16-bert_base_uncased_finetune_squad_ep_2_0_lr_1e_06_wd_0_001_dp_0_99999_swati_110000_en

* Add model 2024-12-16-lora_medical_flan_t5_small_en

* Add model 2024-12-16-bert_large_uncased_whole_word_masking_finetuned_squad_training_pipeline_en

* Add model 2024-12-16-burmese_bert_nepal_bhasa_version_6_0_pipeline_en

* Add model 2024-12-16-results_mgbam_pipeline_en

* Add model 2024-12-16-bert_base_uncased_finetune_squad_ep_5_0_lr_1e_05_wd_0_001_dp_0_01_swati_0_en

* Add model 2024-12-16-results_mgbam_en

* Add model 2024-12-16-baseline001_noqa_20230913_pipeline_en

* Add model 2024-12-16-indoqa_id

* Add model 2024-12-16-indoqa_pipeline_id

* Add model 2024-12-16-bert_base_uncased_finetune_squad_ep_2_0_lr_5e_05_wd_0_001_dp_0_6_pipeline_en

* Add model 2024-12-16-speech_latex2_en

* Add model 2024-12-16-chinese_roberta_wwm_ext_finetuned_en

* Add model 2024-12-16-qthang_finetuned_2_en

* Add model 2024-12-16-bert_squad_qa_pipeline_en

* Add model 2024-12-16-meetingbank_qa_summary_pipeline_en

* Add model 2024-12-16-training_df_fullctxt_filtered_0_15_biobertqa_en

* Add model 2024-12-16-bert_base_uncased_finetune_squad_ep_1_0_lr_1e_05_wd_0_001_dp_0_0001_swati_0_en

* Add model 2024-12-16-bert_large_uncased_whole_word_masking_finetuned_squad_training_en

* Add model 2024-12-16-bert_finetuned_squad_boimbukanbaim_pipeline_en

* Add model 2024-12-16-bert_finetuned_squad_prabhatsingh_pipeline_en

* Add model 2024-12-16-bert_base_chinese_finetuned_cmrc2018_en

* Add model 2024-12-16-bert_base_uncased_finetune_squad_ep_2_0_lr_1e_05_wd_0_001_dp_0_5_en

---------

Co-authored-by: ahmedlone127 <[email protected]>

* 2024-12-16-bert_base_chinese_finetuned_cmrc2018_pipeline_en (#14483)

* Add model 2024-12-17-translation_llm_fine_tune_en

* Add model 2024-12-17-maltese_coref_english_french_coref_pipeline_en

* Add model 2024-12-17-kazparc_english_turkish_marian_1_pipeline_en

* Add model 2024-12-17-translate_model_v3_en

* Add model 2024-12-17-translation_llm_fine_tune_pipeline_en

* Add model 2024-12-17-marian_finetuned_kde4_english_tonga_tonga_islands_french_rushi_1997_pipeline_en

* Add model 2024-12-17-english_tonga_tonga_islands_kannada_model_en

* Add model 2024-12-17-english_tonga_tonga_islands_kannada_model_pipeline_en

* Add model 2024-12-17-gsarti_opus_maltese_tc_english_polish_opus100_finetune_en

* Add model 2024-12-17-translate_model_v3_pipeline_en

* Add model 2024-12-17-gsarti_opus_maltese_tc_english_polish_opus100_finetune_pipeline_en

* Add model 2024-12-17-finetuned_aihub_english_tonga_tonga_islands_korean_en

* Add model 2024-12-17-bart_eli5_en

* Add model 2024-12-17-bart_base_multi_news_en

* Add model 2024-12-17-bart_eli5_pipeline_en

* Add model 2024-12-17-bart_base_multi_news_pipeline_en

* Add model 2024-12-17-bart_tiny_random_en

* Add model 2024-12-17-bart_tiny_random_pipeline_en

* Add model 2024-12-17-comet_bart_ai2_en

* Add model 2024-12-17-comet_bart_ai2_pipeline_en

* Add model 2024-12-17-spelling_correction_english_base_en

* Add model 2024-12-17-tech_keywords_extractor_en

* Add model 2024-12-17-tech_keywords_extractor_pipeline_en

* Add model 2024-12-17-bart_paraphrase_en

* Add model 2024-12-17-spelling_correction_english_base_pipeline_en

* Add model 2024-12-17-bart_paraphrase_pipeline_en

* Add model 2024-12-17-hubert_common_voice_japanese_demo_roma_cosine_3e_4_ja

* Add model 2024-12-17-hubert_zeroth_gpu_en

* Add model 2024-12-17-hubert_common_voice_japanese_demo_roma_cosine_3e_4_pipeline_ja

* Add model 2024-12-17-hubert_zeroth_gpu_pipeline_en

* Add model 2024-12-17-hubert_common_voice_japanese_demo_kana_only_cosine_ja

* Add model 2024-12-17-hubert_common_voice_japanese_demo_kana_only_cosine_pipeline_ja

* Add model 2024-12-17-exp_w2v2t_persian_farsi_hubert_s601_fa

* Add model 2024-12-17-exp_w2v2t_persian_farsi_hubert_s601_pipeline_fa

* Add model 2024-12-17-hubert_tiny_v2_unit_en

* Add model 2024-12-17-hubert_tiny_v2_unit_pipeline_en

* Add model 2024-12-17-berkant_171m_en

* Add model 2024-12-17-berkant_171m_pipeline_en

* Add model 2024-12-17-bert_adaptation_referencias_german_vinos_fabiogrigorjev_en

* Add model 2024-12-17-bert_adaptation_referencias_german_vinos_fabiogrigorjev_pipeline_en

* Add model 2024-12-17-germanfinbert_sardinian_de

* Add model 2024-12-17-germanfinbert_sardinian_pipeline_de

* Add model 2024-12-17-m2_bert_32k_retrieval_encoder_v1_en

* Add model 2024-12-17-m2_bert_32k_retrieval_encoder_v1_pipeline_en

* Add model 2024-12-17-tinybert_berttoken_toxigen_pretrain_en

* Add model 2024-12-17-klue_bert_mlm_bible_pipeline_en

* Add model 2024-12-17-bert_large_cased_sigir_support_refute_norwegian_label_40_2nd_test_lr10_8_fast_1_pipeline_en

* Add model 2024-12-17-bert_base_uncased_finetuned_news_1975_1976_pipeline_en

* Add model 2024-12-17-bert_base_uncased_finetuned_news_1975_1976_en

* Add model 2024-12-17-kuglerk_adapted_bert_base_cased_en

* Add model 2024-12-17-bert_large_cased_sigir_support_refute_norwegian_label_40_2nd_test_lr10_8_fast_1_en

* Add model 2024-12-17-muril_large_cased_tweet_devnagri_grouped_en

* Add model 2024-12-17-bert_wordpiece_phonetic_wikitext_pipeline_en

* Add model 2024-12-17-bert_wordpiece_phonetic_wikitext_en

* Add model 2024-12-17-tinybert_berttoken_toxigen_pretrain_pipeline_en

* Add model 2024-12-17-korean_bert_base_en

* Add model 2024-12-17-klue_bert_mlm_bible_en

* Add model 2024-12-17-kuglerk_adapted_bert_base_cased_pipeline_en

* Add model 2024-12-17-korean_bert_base_pipeline_en

* Add model 2024-12-17-just_first_try_tonga_tonga_islands_burmese_diplom_onbert_minea_2epoch_pipeline_en

* Add model 2024-12-17-ancient_semitic_bert_pipeline_ar

* Add model 2024-12-17-muril_large_cased_tweet_devnagri_grouped_pipeline_en

* Add model 2024-12-17-ancient_semitic_bert_ar

* Add model 2024-12-17-just_first_try_tonga_tonga_islands_burmese_diplom_onbert_minea_2epoch_en

* Add model 2024-12-17-xlm_roberta_comet_small_operator_en

* Add model 2024-12-17-xlm_roberta_comet_small_operator_pipeline_en

* Add model 2024-12-17-xlm_roberta_base_final_vietnam_train_2_en

* Add model 2024-12-17-xlm_roberta_base_final_vietnam_train_2_pipeline_en

* Add model 2024-12-17-xlm_roberta_base_nepal_bhasa_vietnam_aug_swap_en

* Add model 2024-12-17-xlm_roberta_base_finetuned_t_value_en

* Add model 2024-12-17-xlm_roberta_base_nepal_bhasa_vietnam_aug_swap_pipeline_en

* Add model 2024-12-17-xlm_roberta_base_finetuned_t_value_pipeline_en

* Add model 2024-12-17-somd_xlm_stage2_v1_en

* Add model 2024-12-17-danskbert_fgn_yemen2016_en

* Add model 2024-12-17-somd_xlm_stage2_v1_pipeline_en

* Add model 2024-12-17-danskbert_fgn_yemen2016_pipeline_en

* Add model 2024-12-17-bge_ecom_trends_classifier_ru

* Add model 2024-12-17-bge_ecom_trends_classifier_pipeline_ru

* Add model 2024-12-17-xlm_roberta_base_final_vietnam_aug_replace_bert_en

* Add model 2024-12-17-xlm_roberta_base_final_vietnam_aug_replace_tfidf_1_en

* Add model 2024-12-17-nepaliexamgrader_en

* Add model 2024-12-17-bert_en

* Add model 2024-12-17-xlm_roberta_base_final_vietnam_aug_replace_tfidf_1_pipeline_en

* Add model 2024-12-17-bert_pipeline_en

* Add model 2024-12-17-nepaliexamgrader_pipeline_en

* Add model 2024-12-17-emotion_roberta_hungarian6_pipeline_hu

* Add model 2024-12-17-scenario_non_kd_scr_copy_cdf_english_d2_data_english_cardiff_eng_only_beta_en

* Add model 2024-12-17-soluciona_fm_tcv_3_trainval_en

* Add model 2024-12-17-scenario_non_kd_scr_copy_cdf_english_d2_data_english_cardiff_eng_only_beta_pipeline_en

* Add model 2024-12-17-xlmr_english_chinese_all_shuffled_1986_test2000_en

* Add model 2024-12-17-soluciona_fm_tcv_3_trainval_pipeline_en

* Add model 2024-12-17-emotion_roberta_hungarian6_hu

* Add model 2024-12-17-xlm_roberta_base_finetuned_kinyarwanda_kinre_finetuned_kinre_tweet_finetuned_kinyarwanda_sent1_pipeline_en

* Add model 2024-12-17-xlm_roberta_base_final_vietnam_aug_replace_bert_pipeline_en

* Add model 2024-12-17-furina_seed42_eng_esp_kinyarwanda_basic_en

* Add model 2024-12-17-xlm_roberta_base_vsmec_1_en

* Add model 2024-12-17-xlm_roberta_base_finetuned_kinyarwanda_kinre_finetuned_kinre_tweet_finetuned_kinyarwanda_sent1_en

* Add model 2024-12-17-xlm_roberta_base_vsmec_1_pipeline_en

* Add model 2024-12-17-furina_seed42_eng_esp_kinyarwanda_basic_pipeline_en

* Add model 2024-12-17-xlm_roberta_45k_boduoi_test10k_pipeline_en

* Add model 2024-12-17-xlm_roberta_base_final_mixed_aug_swap_2_en

* Add model 2024-12-17-scenario_non_kd_scr_copy_cdf_cl_d2_data_cl_cardiff_cl_only_gamma_en

* Add model 2024-12-17-xml_roberta_base_finetuned_70kurl_pipeline_en

* Add model 2024-12-17-xlm_roberta_base_wordnet_dataset_three_fine_tuned_pipeline_en

* Add model 2024-12-17-sentiment_analysis_tuning_pipeline_en

* Add model 2024-12-17-sentiment_analysis_tuning_en

* Add model 2024-12-17-sentiment_analysis_all_category_111024_0_en

* Add model 2024-12-17-xlm_roberta_45k_boduoi_test10k_en

* Add model 2024-12-17-sentiment_analysis_all_category_111024_0_pipeline_en

* Add model 2024-12-17-test_trainer_fatemehsaadatmand_pipeline_en

* Add model 2024-12-17-xlm_roberta_base_wordnet_dataset_three_fine_tuned_en

* Add model 2024-12-17-xlm_roberta_base_final_mixed_aug_swap_2_pipeline_en

* Add model 2024-12-17-xlmr_english_chinese_all_shuffled_1986_test2000_pipeline_en

* Add model 2024-12-17-scenario_non_kd_scr_copy_cdf_cl_d2_data_cl_cardiff_cl_only_gamma_pipeline_en

* Add model 2024-12-17-xml_roberta_base_finetuned_70kurl_en

* Add model 2024-12-17-xlm_roberta_base_vife_pipeline_en

* Add model 2024-12-17-test_trainer_fatemehsaadatmand_en

* Add model 2024-12-17-xlm_roberta_base_vife_en

* Add model 2024-12-17-xlm_roberta_base_sst2_1_en

* Add model 2024-12-17-vit_small_patch16_224_winkawaks_en

* Add model 2024-12-17-vit_small_patch16_224_winkawaks_pipeline_en

* Add model 2024-12-17-vit_base_mnist_farleyknight_org_username_en

* Add model 2024-12-17-vit_large_patch32_384_google_en

* Add model 2024-12-17-vit_fire_detection_edbianchi_pipeline_en

* Add model 2024-12-17-vit_base_patch16_224_in21k_finetuned_cifar10_aaraki_pipeline_en

* Add model 2024-12-17-nsfw_image_detection_en

* Add model 2024-12-17-vit_fire_detection_edbianchi_en

* Add model 2024-12-17-vit_base_mnist_farleyknight_org_username_pipeline_en

* Add model 2024-12-17-faces_age_detection_en

* Add model 2024-12-17-vit_facial_expression_recognition_motheecreator_en

* Add model 2024-12-17-nsfw_image_detection_pipeline_en

* Add model 2024-12-17-ai_vs_real_image_detection_dima806_en

* Add model 2024-12-17-vit_facial_expression_recognition_motheecreator_pipeline_en

* Add model 2024-12-17-vit_base_patch16_224_in21k_finetuned_cifar10_aaraki_en

* Add model 2024-12-17-faces_age_detection_pipeline_en

* Add model 2024-12-17-vit_large_patch32_384_google_pipeline_en

* Add model 2024-12-17-ai_vs_real_image_detection_dima806_pipeline_en

* Add model 2024-12-17-swin_brain_tumor_type_classification_en

* Add model 2024-12-17-faceaiornot_en

* Add model 2024-12-17-swin_brain_tumor_type_classification_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_morganchen1007_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_sdgroeve_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_bryanzhou008_en

* Add model 2024-12-17-s1_m1_r3_swint_42500766_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_morganchen1007_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_qianwei_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_diana9m_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_nielsr_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_mavourin_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_mohameddemes_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_cac_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_cac_pipeline_en

* Add model 2024-12-17-finalproject_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_marvind434_en

* Add model 2024-12-17-swin_large_ai_oriya_not_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_marvind434_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_img_orientation_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_bryanzhou008_pipeline_en

* Add model 2024-12-17-cards_bottom_right_swin_tiny_patch4_window7_224_finetuned_v2_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_spa_saloon_classification_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_jazzweller_pipeline_en

* Add model 2024-12-17-finalproject_pipeline_en

* Add model 2024-12-17-robbert_v2_dutch_base_finetuned_sentiment_en

* Add model 2024-12-17-robbert_v2_dutch_base_finetuned_sentiment_pipeline_en

* Add model 2024-12-17-roberta_political_ideology_classifier_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_mavourin_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_herbify_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_jazzweller_en

* Add model 2024-12-17-face_mask_detection_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_qianwei_pipeline_en

* Add model 2024-12-17-voice_classifier_gpt4_data_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_sdgroeve_pipeline_en

* Add model 2024-12-17-face_mask_detection_en

* Add model 2024-12-17-s1_m1_r3_swint_42500766_pipeline_en

* Add model 2024-12-17-robert_dutch_text_classification_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_img_orientation_en

* Add model 2024-12-17-twitter_roberta_large_sensitive_binary_en

* Add model 2024-12-17-roberta_political_ideology_classifier_pipeline_en

* Add model 2024-12-17-distilroberta_base_stocktwits_sentiment_en

* Add model 2024-12-17-roberta_large_pytorch_alldata_v01_en

* Add model 2024-12-17-roberta_large_pytorch_alldata_v01_pipeline_en

* Add model 2024-12-17-roberta_senti_neologism_full_finetune_pipeline_en

* Add model 2024-12-17-bert_turkish_sentiment_pipeline_en

* Add model 2024-12-17-ruroberta_ecom_tech_best_pipeline_ru

* Add model 2024-12-17-fake_news_detection_roberta_pipeline_en

* Add model 2024-12-17-robert_dutch_text_classification_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_isic217_en

* Add model 2024-12-17-roberta_senti_neologism_full_finetune_en

* Add model 2024-12-17-distilroberta_base_stocktwits_sentiment_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_diana9m_pipeline_en

* Add model 2024-12-17-bge_small_english_v1_5_mnsr_6_en

* Add model 2024-12-17-bge_embedding_finetune_v3_en

* Add model 2024-12-17-bge_base_english_v1_5_eeid_all_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_vit_amiqinayat_pipeline_en

* Add model 2024-12-17-finetuned_bge_base_english_en

* Add model 2024-12-17-bge_base_english_v1_5_41_keys_phase_4_exp_v1_en

* Add model 2024-12-17-bge_small_qs_en

* Add model 2024-12-17-bge_99gpt_v1_test_pipeline_en

* Add model 2024-12-17-bge_based_arg_minibio_matryoshka_en

* Add model 2024-12-17-word_order_bge_pipeline_en

* Add model 2024-12-17-bge_fine_tuned_pipeline_en

* Add model 2024-12-17-bge_base_financial_matryoshka_abhiram_en

* Add model 2024-12-17-bge_base_english_v1_5_eeid_all_en

* Add model 2024-12-17-bge_base_financial_matryoshka_test_pipeline_en

* Add model 2024-12-17-bge_base_financial_matryoshka_jksheth_en

* Add model 2024-12-17-bge_base_financial_matryoshka_jksheth_pipeline_en

* Add model 2024-12-17-bge_large_mpnet_base_all_nli_triplet_final_50000_en

* Add model 2024-12-17-mpac_bge_large_en

* Add model 2024-12-17-bge_based_arg_minibio_matryoshka_pipeline_en

* Add model 2024-12-17-mpac_bge_large_pipeline_en

* Add model 2024-12-17-word_order_bge_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_isic217_pipeline_en

* Add model 2024-12-17-swin_large_ai_oriya_not_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_spa_saloon_classification_en

* Add model 2024-12-17-cards_top_left_swin_tiny_patch4_window7_224_finetuned_dough_100_epoch_pipeline_en

* Add model 2024-12-17-finetuned_bge_base_english_pipeline_en

* Add model 2024-12-17-bge_base_case_law_v1_en

* Add model 2024-12-17-bge_base_financial_matryoshka_riteshmmenon_pipeline_en

* Add model 2024-12-17-roberta_fake_news_detector_en

* Add model 2024-12-17-ruroberta_ecom_tech_best_ru

* Add model 2024-12-17-distilroberta_dark_pattern_aditizingre07_en

* Add model 2024-12-17-bge_base_financial_matryoshka_test_en

* Add model 2024-12-17-bge_base_financial_matryoshka_riteshmmenon_en

* Add model 2024-12-17-bge_base_financial_matryoshka_mik997_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_vit_amiqinayat_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_mohameddemes_en

* Add model 2024-12-17-voice_classifier_gpt4_data_pipeline_en

* Add model 2024-12-17-faceaiornot_pipeline_en

* Add model 2024-12-17-twitter_roberta_large_sensitive_binary_pipeline_en

* Add model 2024-12-17-bge_base_financial_matryoshka_avinashc_en

* Add model 2024-12-17-cards_bottom_right_swin_tiny_patch4_window7_224_finetuned_v2_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_eurosat_nielsr_pipeline_en

* Add model 2024-12-17-roberta_fake_news_detector_pipeline_en

* Add model 2024-12-17-cards_top_left_swin_tiny_patch4_window7_224_finetuned_dough_100_epoch_en

* Add model 2024-12-17-bge_base_financial_matryoshka_avinashc_pipeline_en

* Add model 2024-12-17-bge_small_qs_pipeline_en

* Add model 2024-12-17-bge_base_case_law_v1_pipeline_en

* Add model 2024-12-17-bge_embedding_finetune_v3_pipeline_en

* Add model 2024-12-17-bge_base_english_v1_5_course_recommender_v1_en

* Add model 2024-12-17-distilroberta_dark_pattern_aditizingre07_pipeline_en

* Add model 2024-12-17-bge_base_english_v1_5_41_keys_phase_4_exp_v1_pipeline_en

* Add model 2024-12-17-bge_base_english_v1_5_course_recommender_v1_pipeline_en

* Add model 2024-12-17-swin_tiny_patch4_window7_224_finetuned_herbify_pipeline_en

* Add model 2024-12-17-bge_base_financial_matryoshka_mik997_en

* Add model 2024-12-17-fake_news_detection_roberta_en

* Add model 2024-12-17-bert_turkish_sentiment_en

* Add model 2024-12-17-bge_small_english_v1_5_mnsr_6_pipeline_en

* Add model 2024-12-17-bge_base_financial_matryoshka_abhiram_pipeline_en

* Add model 2024-12-17-bge_99gpt_v1_test_en

* Add model 2024-12-17-bge_fine_tuned_en

---------

Co-authored-by: ahmedlone127 <[email protected]>

* 2024-12-18-rgb_language_cap_pipeline_en (#14486)

* Add model 2024-12-19-burmese_t5_small_test_tretchian_en

* Add model 2024-12-19-google_flan_large_q_own_pipeline_en

* Add model 2024-12-19-t5_large_sum_dpo_25k_8_1ep_pipeline_en

* Add model 2024-12-19-legal_pashto_prosecution_flan_t5_pipeline_en

* Add model 2024-12-19-t5_large_sum_dpo_50k_4_1ep_en

* Add model 2024-12-19-flan_t5_small_rafahorn03_pipeline_en

* Add model 2024-12-19-t5_large_sum_dpo_50k_4_1ep_pipeline_en

* Add model 2024-12-19-google_flan_large_q_own_en

* Add model 2024-12-19-burmese_t5_small_test_tretchian_pipeline_en

* Add model 2024-12-19-pruned_model_en

* Add model 2024-12-19-mt5_small_bif02_en

* Add model 2024-12-19-mt5_small_bif02_pipeline_en

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* Add model 2024-12-19-mt5_base_anaphora_czech_3e_pipeline_en

* Add model 2024-12-19-bert_base_uncased_reuters21578_reducedto15_2_gram_en

* Add model 2024-12-19-bert_base_uncased_reuters21578_reducedto15_2_gram_pipeline_en

* Add model 2024-12-19-results_altan01_en

* Add model 2024-12-19-results_altan01_pipeline_en

* Add model 2024-12-19-fine_tuned_marbertv2_en

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* Add model 2024-12-19-dnabert2_promoter_en

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* Add model 2024-12-19-javanese_sentiment_analysis_indobert_pipeline_id

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* Add model 2024-12-19-fine_tuned_marbertv2_pipeline_en

* Add model 2024-12-19-bert_bahasa_sentiment_en

* Add model 2024-12-19-bert_base_multilingual_cased_finetuned_hate_speech_ptbr_xx

* Add model 2024-12-19-javanese_sentiment_analysis_indobert_id

* Add model 2024-12-19-dnabert2_h3k27me3_en

* Add model 2024-12-19-subjectiveqa_specific_en

* Add model 2024-12-19-fine_tuned_bert_financial_sentiment_analysis_pipeline_en

* Add model 2024-12-19-peace_bert_en

* Add model 2024-12-19-book_reviews_model_en

* Add model 2024-12-19-bert_large_finetuned_phishing_hoanganhvu_en

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* Add model 2024-12-19-numerical_en

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* Add model 2024-12-19-book_reviews_model_pipeline_en

* Add model 2024-12-19-bert_bahasa_sentiment_pipeline_en

* Add model 2024-12-19-peace_bert_pipeline_en

* Add model 2024-12-19-bert_large_finetuned_phishing_hoanganhvu_pipeline_en

* Add model 2024-12-19-subjectiveqa_specific_pipeline_en

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* Add model 2024-12-19-dnabert2_lncrnas_pipeline_en

* Add model 2024-12-19-numerical_pipeline_en

* Add model 2024-12-19-classification_model_house_assistance_phayathaibert_error_pipeline_en

* Add model 2024-12-19-caribbean_english_sentiment_fine_tuned_bert_mrarish320_en

* Add model 2024-12-19-bert_base_multilingual_cased_finetuned_hate_speech_ptbr_pipeline_xx

* Add model 2024-12-19-fine_tuned_bert_financial_sentiment_analysis_en

* Add model 2024-12-19-classification_model_house_assistance_phayathaibert_error_en

* Add model 2024-12-19-bert_base_arabic_camelbert_catalan_tydi_tafseer_pairs_pipeline_en

* Add model 2024-12-19-roberta_base_en

* Add model 2024-12-19-roberta_base_pipeline_en

* Add model 2024-12-19-bert_base_ai_content_detector_pipeline_en

* Add model 2024-12-19-reason_nepal_bhasa_en

* Add model 2024-12-19-bert_base_arabic_camelbert_catalan_tydi_tafseer_pairs_en

* Add model 2024-12-19-tinier_bart_en

* Add model 2024-12-19-tinier_bart_pipeline_en

* Add model 2024-12-19-distilbart_xsum_12_1_sshleifer_en

* Add model 2024-12-19-distilbart_xsum_12_1_sshleifer_pipeline_en

* Add model 2024-12-19-biobart_large_en

* Add model 2024-12-19-biobart_large_pipeline_en

* Add model 2024-12-19-distilbart_xsum_6_6_sshleifer_en

* Add model 2024-12-19-distilbart_xsum_6_6_sshleifer_pipeline_en

* Add model 2024-12-19-gpt2_small_indonesian_522m_id

* Add model 2024-12-19-gpt2_small_indonesian_522m_pipeline_id

* Add model 2024-12-19-gpt2_turkish_128_token_tr

* Add model 2024-12-19-gpt2_turkish_128_token_pipeline_tr

* Add model 2024-12-19-gpt2_small_portuguese_pierreguillou_pt

* Add model 2024-12-19-gpt2_small_portuguese_pierreguillou_pipeline_pt

* Add model 2024-12-19-distilgpt2_pubmed_cemilcelik_en

* Add model 2024-12-19-distilgpt2_pubmed_cemilcelik_pipeline_en

* Add model 2024-12-19-gpt2_platypus_dolly_guanaco_en

* Add model 2024-12-19-gpt2_platypus_dolly_guanaco_pipeline_en

* Add model 2024-12-19-gladosystem_en

* Add model 2024-12-19-gladosystem_pipeline_en

* Add model 2024-12-19-chatbot_satvikag_en

* Add model 2024-12-19-chatbot_satvikag_pipeline_en

* Add model 2024-12-19-jinyong_gpt2_zh

* Add model 2024-12-19-jinyong_gpt2_pipeline_zh

* Add model 2024-12-19-distilgpt2_hc3_en

* Add model 2024-12-19-distilgpt2_hc3_pipeline_en

* Add model 2024-12-19-gpt2_guanaco_dolly_platypus_en

* Add model 2024-12-19-gpt2_guanaco_dolly_platypus_pipeline_en

* Add model 2024-12-19-prompt_expansion_en

* Add model 2024-12-19-prompt_expansion_pipeline_en

* Add model 2024-12-19-gpt2_spanish_es

* Add model 2024-12-19-gpt2_spanish_pipeline_es

* Add model 2024-12-19-maltese_coref_english_french_gender_en

* Add model 2024-12-19-opus_wmt_finetuned_enfr_en

* Add model 2024-12-19-maltese_coref_english_spanish_coref_en

* Add model 2024-12-19-maltese_coref_english_french_gender_pipeline_en

* Add model 2024-12-19-opus_wmt_finetuned_enfr_pipeline_en

* Add model 2024-12-19-maltese_coref_english_arabic_coref_en

* Add model 2024-12-19-maltese_coref_english_arabic_coref_pipeline_en

* Add model 2024-12-19-english_tonga_tonga_islands_dzo_helsinki_nlp_m2_zeref02210217_cst_en

* Add model 2024-12-19-english_tonga_tonga_islands_dzo_helsinki_nlp_m2_zeref02210217_cst_pipeline_en

* Add model 2024-12-19-english_tonga_tonga_islands_dzo_helsinki_nlp_m2_norphel_pipeline_en

* Add model 2024-12-19-english_tonga_tonga_islands_dzo_helsinki_nlp_m_en

* Add model 2024-12-19-english_tonga_tonga_islands_dzo_helsinki_nlp_m2_norphel_en

* Add model 2024-12-19-maltese_coref_english_spanish_coref_pipeline_en

* Add model 2024-12-19-english_tonga_tonga_islands_dzo_helsinki_nlp_m_pipeline_en

* Add model 2024-12-19-protgpt2_distilled_tiny_en

* Add model 2024-12-19-protgpt2_distilled_tiny_pipeline_en

* Add model 2024-12-19-gpt2_turkish_base_tr

* Add model 2024-12-19-gpt2_turkish_base_pipeline_tr

* Add model 2024-12-19-finetuned_gpt2_sst2_negation0_05_en

* Add model 2024-12-19-finetuned_gpt2_sst2_negation0_05_pipeline_en

* Add model 2024-12-19-sportsfanghost_en

* Add model 2024-12-19-sportsfanghost_pipeline_en

* Add model 2024-12-19-toxic_sentence_generator_en

* Add model 2024-12-19-toxic_sentence_generator_pipeline_en

* Add model 2024-12-19-gpt2_51m_1_31b_pubmedabs_en

* Add model 2024-12-19-gpt2_51m_1_31b_pubmedabs_pipeline_en

* Add model 2024-12-19-text_generation_bangla_model_en

* Add model 2024-12-19-text_generation_bangla_model_pipeline_en

* Add model 2024-12-19-latent_gpt2_medium_alpaca_e3_en

* Add model 2024-12-19-latent_gpt2_medium_alpaca_e3_pipeline_en

* Add model 2024-12-19-gpt2_small_arabic_ar

* Add model 2024-12-19-instruct_gpt_en

* Add model 2024-12-19-instruct_gpt_pipeline_en

* Add model 2024-12-19-gpt2_small_arabic_pipeline_ar

* Add model 2024-12-19-zinc10m_gpt2_smiles_bpe_combined_step2_en

* Add model 2024-12-19-zinc10m_gpt2_smiles_bpe_combined_step2_pipeline_en

* Add model 2024-12-19-ssh_355m_en

* Add model 2024-12-19-ssh_355m_pipeline_en

* Add model 2024-12-19-gpt2_turkish_uncased_en

* Add model 2024-12-19-gpt2_turkish_uncased_pipeline_en

* Add model 2024-12-19-distillgpt2cinder_en

* Add model 2024-12-19-distillgpt2cinder_pipeline_en

* Add model 2024-12-19-elonmusk_huggingtweets_en

* Add model 2024-12-19-elonmusk_huggingtweets_pipeline_en

* Add model 2024-12-19-wizzgptv2_en

* Add model 2024-12-19-wizzgptv2_pipeline_en

* Add model 2024-12-19-product_description_generator_bprateek_en

* Add model 2024-12-19-product_description_generator_bprateek_pipeline_en

* Add model 2024-12-19-roberta_attacker_en

* Add model 2024-12-19-roberta_attacker_pipeline_en

* Add model 2024-12-19-bsc_bio_ehr_spanish_medprocner_es

* Add model 2024-12-19-bsc_bio_ehr_spanish_medprocner_pipeline_es

* Add model 2024-12-19-roberta_dnrti_en

* Add model 2024-12-19-roberta_dnrti_pipeline_en

* Add model 2024-12-19-fake_text_detector_model_en

* Add model 2024-12-19-xlm_roberta_base_finetuned_marc_english_daveccampbell_en

* Add model 2024-12-19-xlm_roberta_base_finetuned_language_identification_ninazh_en

* Add model 2024-12-19-amharicnewscharacternormalized_en

* Add model 2024-12-19-xlm_roberta_base_finetuned_language_identification_ninazh_pipeline_en

* Add model 2024-12-19-fake_text_detector_model_pipeline_en

* Add model 2024-12-19-amharicnewscharacternormalized_pipeline_en

* Add model 2024-12-19-autotrain_sentiment_analysis_project_705021428_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_wordnet_dataset_two_fine_tuned_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_finetuned_marc_english_daveccampbell_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_finetuned_emo_une_en

* Add model 2024-12-19-twi_eng_dialect_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_lr5e_06_seed42_basic_original_kinyarwanda_hau_eng_train_en

* Add model 2024-12-19-xlm_roberta_base_wordnet_dataset_two_fine_tuned_en

* Add model 2024-12-19-twi_eng_dialect_en

* Add model 2024-12-19-autotrain_sentiment_analysis_project_705021428_en

* Add model 2024-12-19-xlm_roberta_base_finetuned_t_overall_en

* Add model 2024-12-19-xlm_roberta_base_finetuned_emo_une_pipeline_en

* Add model 2024-12-19-xlm_roberta_finetune_muserc_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_finetuned_t_overall_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_rte_100_en

* Add model 2024-12-19-xlm_roberta_base_lr2e_05_seed42_amh_esp_eng_train_en

* Add model 2024-12-19-xlm_roberta_base_finetuning_semeval_all_then_wrime_all_first_epoch3_test03_en

* Add model 2024-12-19-xlm_roberta_base_lr2e_05_seed42_amh_esp_eng_train_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_lr5e_06_seed42_basic_original_kinyarwanda_hau_eng_train_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_finetuning_semeval_all_then_wrime_all_first_epoch3_test03_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_rte_100_pipeline_en

* Add model 2024-12-19-xlm_roberta_finetune_muserc_en

* Add model 2024-12-19-xlm_roberta_base_lr0_0001_seed42_basic_original_kinyarwanda_amh_eng_train_en

* Add model 2024-12-19-xlm_roberta_base_lr0_0001_seed42_basic_original_kinyarwanda_amh_eng_train_pipeline_en

* Add model 2024-12-19-improved_xlm_roberta_base_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_xnli_arabic_trimmed_arabic_en

* Add model 2024-12-19-improved_xlm_roberta_base_en

* Add model 2024-12-19-social_behavior_emotions_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_lr0_0001_seed42_esp_kinyarwanda_eng_train_en

* Add model 2024-12-19-xlm_roberta_base_xnli_arabic_trimmed_arabic_pipeline_en

* Add model 2024-12-19-encoder_user_v1_en

* Add model 2024-12-19-xlm_roberta_base_lr5e_06_seed42_amh_hau_eng_train_pipeline_en

* Add model 2024-12-19-social_behavior_emotions_en

* Add model 2024-12-19-encoder_user_v1_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_fakenews_dravidian_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_final_mixed_aug_insert_synonym_2_en

* Add model 2024-12-19-xlm_roberta_base_lr0_0001_seed42_esp_kinyarwanda_eng_train_pipeline_en

* Add model 2024-12-19-predict_perception_xlmr_blame_assassin_pipeline_en

* Add model 2024-12-19-xlmr_english_chinese_all_shuffled_1985_test1000_en

* Add model 2024-12-19-xlm_roberta_base_final_mixed_aug_insert_synonym_2_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_caste_hatespech_xlmr_en

* Add model 2024-12-19-xlm_roberta_base_lr5e_06_seed42_amh_hau_eng_train_en

* Add model 2024-12-19-predict_perception_xlmr_blame_assassin_en

* Add model 2024-12-19-xlmr_sinhalese_english_all_shuffled_1985_test1000_pipeline_en

* Add model 2024-12-19-xlmr_english_chinese_all_shuffled_1985_test1000_pipeline_en

* Add model 2024-12-19-xlm_roberta_base_fakenews_dravidian_en

* Add model 2024-12-19-xlm_roberta_base_caste_hatespech_xlmr_pipeline_en

* Add model 2024-12-19-xlmr_sinhalese_english_all_shuffled_1985_test1000_en

* Add model 2024-12-19-hubert_common_voice_japanese_demo_kana_only_50epochs_ja

* Add model 2024-12-19-hubert_common_voice_japanese_demo_kana_only_50epochs_pipeline_ja

* Add model 2024-12-19-exp_w2v2t_thai_hubert_s817_th

* Add model 2024-12-19-exp_w2v2t_spanish_hubert_s251_es

* Add model 2024-12-19-exp_w2v2t_thai_hubert_s975_th

* Add model 2024-12-19-exp_w2v2t_thai_hubert_s817_pipeline_th

* Add model 2024-12-19-exp_w2v2t_thai_hubert_s975_pipeline_th

* Add model 2024-12-19-exp_w2v2t_japanese_hubert_s69_ja

* Add model 2024-12-19-hubert_large_ll60k_librispeech_clean_100h_demo_dist_macabdul9_en

* Add model 2024-12-19-exp_w2v2t_spanish_hubert_s251_pipeline_es

* Add model 2024-12-19-exp_w2v2t_japanese_hubert_s69_pipeline_ja

* Add model 2024-12-19-exp_w2v2t_english_hubert_s877_en

* Add model 2024-12-19-hubert_large_ll60k_librispeech_clean_100h_demo_dist_macabdul9_pipeline_en

* Add model 2024-12-19-exp_w2v2t_english_hubert_s877_pipeline_en

* Add model 2024-12-19-exp_w2v2t_chinese_cn_hubert_s449_en

* Add model 2024-12-19-exp_w2v2t_chinese_cn_hubert_s149_en

* Add model 2024-12-19-exp_w2v2t_chinese_cn_hubert_s449_pipeline_en

* Add model 2024-12-19-exp_w2v2t_chinese_cn_hubert_s149_pipeline_en

* Add model 2024-12-19-gqa_roberta_en

* Add model 2024-12-19-qa_roberta_model_en

* Add model 2024-12-19-gqa_roberta_pipeline_en

* Add model 2024-12-19-qa_roberta_model_pipeline_en

* Add model 2024-12-19-burmese_awesome_qa_model_yashwan2003_pipeline_en

* Add model 2024-12-19-burmese_awesome_health_qa_model_en

* Add model 2024-12-19-burmese_awesome_health_qa_model_pipeline_en

* Add model 2024-12-19-burmese_awesome_qa_model_yashwan2003_en

* Add model 2024-12-19-roberta_large_squad_en

* Add model 2024-12-19-roberta_large_squad_pipeline_en

* Add model 2024-12-19-llama_3_7b_instruct_hf_int8_en

* Delete docs/_posts/ahmedlone127/2024-12-19-llama_3_7b_instruct_hf_int8_en.md

* Add model 2024-12-19-llama_3_7b_instruct_hf_int4_en

* Add model 2024-12-20-scenario_non_kd_pr_copy_cdf_cl_d2_data_cl_cardiff_cl_only_delta_en

* Add model 2024-12-20-xlm_roberta_base_final_mixed_aug_delete_en

* Add model 2024-12-20-scenario_non_kd_pr_copy_cdf_cl_d2_data_cl_cardiff_cl_only_delta_pipeline_en

* Add model 2024-12-20-xlm_roberta_base_final_mixed_aug_delete_pipeline_en

* Add model 2024-12-20-scenario_non_kd_scr_copy_cdf_english_d2_data_english_cardiff_eng_only_alpha_en

* Add model 2024-12-20-scenario_non_kd_scr_copy_cdf_english_d2_data_english_cardiff_eng_only_alpha_pipeline_en

* Add model 2024-12-20-xlm_roberta_base_final_vietnam_aug_insert_w2v_en

* Add model 2024-12-20-xlm_roberta_base_lr2e_05_seed42_amh_hau_eng_train_en

* Add model 2024-12-20-xlm_roberta_base_final_vietnam_aug_insert_w2v_pipeline_en

* Add model 2024-12-20-baai_bge_reranker_base_v1___2024_09_11_22_23_59_en

* Add model 2024-12-20-burmese_awesome_text_classification_v2_1_2_en

* Add model 2024-12-20-xlm_roberta_base_lr2e_05_seed42_amh_hau_eng_train_pipeline_en

* Add model 2024-12-20-baai_bge_reranker_base_v1___2024_09_11_22_23_59_pipeline_en

* Add model 2024-12-20-sentimientos_milei_pipeline_es

* Add model 2024-12-20-mmarco_mminilmv2_l4_h384_v1_distilled_en

* Add model 2024-12-20-sentimientos_milei_es

* Add model 2024-12-20-xlm_roberta_base_lr5e_06_seed42_basic_original_amh_hau_eng_train_en

* Add model 2024-12-20-mmarco_mminilmv2_l4_h384_v1_distilled_pipeline_en

* Add model 2024-12-20-burmese_awesome_text_classification_v2_1_2_pipeline_en

* Add model 2024-12-20-intent_analysis_3label_xml_pipeline_en

* Add model 2024-12-20-xlm_roberta_base_lr5e_06_seed42_basic_original_amh_hau_eng_train_pipeline_en

* Add model 2024-12-20-intent_analysis_3label_xml_en

* Add model 2024-12-20-xlm_roberta_base_sentiment_multilingual_finetuned_xx

---------

Co-authored-by: ahmedlone127 <[email protected]>

* Add model 2024-11-02-Nomic_Embed_Text_v1.5.Q8_0.gguf_en (#14448)

Co-authored-by: DevinTDHa <[email protected]>

* Add model 2025-01-16-bge_small_en_v1.5_en (#14500)

Co-authored-by: ahmedlone127 <[email protected]>

* 2025-01-23-indic_bert_profanity_marathi_marh_en (#14503)

* Add model 2025-01-23-bart_large_mnli_navteca_en

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115 changes: 115 additions & 0 deletions docs/_posts/DevinTDHa/2024-11-02-Nomic_Embed_Text_v1.5.Q8_0.gguf_en.md
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---
layout: model
title: nomic-embed-text-v1.5.Q8_0.gguf
author: John Snow Labs
name: Nomic_Embed_Text_v1.5.Q8_0.gguf
date: 2024-11-02
tags: [gguf, nomic, embeddings, open_source, en, llamacpp]
task: Embeddings
language: en
edition: Spark NLP 5.5.2
spark_version: 3.4
supported: true
engine: llamacpp
annotator: AutoGGUFEmbeddings
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

nomic-embed-text is a 8192 context length text encoder that surpasses OpenAI text-embedding-ada-002 and text-embedding-3-small performance on short and long context tasks.

This model is the updated 1.5 version.

Original model from https://huggingface.co/nomic-ai/nomic-embed-text-v1.5

## 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/Nomic_Embed_Text_v1.5.Q8_0.gguf_en_5.5.2_3.4_1730556912139.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/Nomic_Embed_Text_v1.5.Q8_0.gguf_en_5.5.2_3.4_1730556912139.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
document = DocumentAssembler() \
.setInputCol("text") \
.setOutputCol("document")
autoGGUFModel = AutoGGUFModel.pretrained() \
.setInputCols(["document"]) \
.setOutputCol("completions") \
.setBatchSize(4) \
.setNPredict(20) \
.setNGpuLayers(99) \
.setTemperature(0.4) \
.setTopK(40) \
.setTopP(0.9) \
.setPenalizeNl(True)
pipeline = Pipeline().setStages([document, autoGGUFModel])
data = spark.createDataFrame([[The moons of Jupiter are 77 in total, with 79 confirmed natural satellites and 2 man-made ones."]]).toDF("text")
result = pipeline.fit(data).transform(data)
result.select("completions").show(truncate = False)
```
```scala
import com.johnsnowlabs.nlp.base._
import com.johnsnowlabs.nlp.annotator._
import org.apache.spark.ml.Pipeline
import spark.implicits._

val document = new DocumentAssembler().setInputCol("text").setOutputCol("document")

val autoGGUFModel = AutoGGUFEmbeddings
.pretrained()
.setInputCols("document")
.setOutputCol("embeddings")
.setBatchSize(4)
.setPoolingType("MEAN")

val pipeline = new Pipeline().setStages(Array(document, autoGGUFModel))

val data = Seq(
"The moons of Jupiter are 77 in total, with 79 confirmed natural satellites and 2 man-made ones.")
.toDF("text")
val result = pipeline.fit(data).transform(data)
result.select("embeddings.embeddings").show(truncate = false)

```
</div>

## Results

```bash
+--------------------------------------------------------------------------------+
| embeddings|
+--------------------------------------------------------------------------------+
|[[-0.034486726, 0.07770534, -0.15982522, -0.017873349, 0.013914132, 0.0365736...|
+--------------------------------------------------------------------------------+
```

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|Nomic_Embed_Text_v1.5.Q8_0.gguf|
|Compatibility:|Spark NLP 5.5.2+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[document]|
|Output Labels:|[embeddings]|
|Language:|en|
|Size:|140.7 MB|
86 changes: 86 additions & 0 deletions docs/_posts/ahmedlone127/2025-01-16-bge_small_en_v1.5_en.md
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---
layout: model
title: bge_small_en_v1.5 model from BAAI
author: John Snow Labs
name: bge_small_en_v1.5
date: 2025-01-16
tags: [en, open_source, openvino, onnx]
task: Embeddings
language: en
edition: Spark NLP 5.5.1
spark_version: 3.0
supported: true
engine: onnx
annotator: BGEEmbeddings
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Pretrained BGEEmbeddings model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bge_small_en_v1.5 is a English model originally trained by BAAI.

{:.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/bge_small_en_v1.5_en_5.5.1_3.0_1737033852599.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/bge_small_en_v1.5_en_5.5.1_3.0_1737033852599.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() \
.setInputCol("text") \
.setOutputCol("document")

embeds = BGEEmbeddings.pretrained("bge_small_en_v1.5","en") \
.setInputCols(["document"]) \
.setOutputCol("embeddings")

pipeline = Pipeline().setStages([documentAssembler, embeds])
data = spark.createDataFrame([["I love spark-nlp"]]).toDF("text")
pipelineModel = pipeline.fit(data)
pipelineDF = pipelineModel.transform(data)

```
```scala

val documentAssembler = new DocumentAssembler()
.setInputCol("text")
.setOutputCol("document")

val embeds = BGEEmbeddings.pretrained("bge_small_en_v1.5","en")
.setInputCols(Array("document"))
.setOutputCol("embeddings")

val pipeline = new Pipeline().setStages(Array(documentAssembler, embeds))
val data = Seq("I love spark-nlp").toDF("text")
val pipelineModel = pipeline.fit(data)
val pipelineDF = pipelineModel.transform(data)

```
</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|bge_small_en_v1.5|
|Compatibility:|Spark NLP 5.5.1+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[document]|
|Output Labels:|[bge]|
|Language:|en|
|Size:|78.9 MB|

## References

https://huggingface.co/BAAI/bge-small-en-v1.5
94 changes: 94 additions & 0 deletions docs/_posts/ahmedlone127/2025-01-23-080524_15ep_02_en.md
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---
layout: model
title: English 080524_15ep_02 RoBertaForZeroShotClassification from adriansanz
author: John Snow Labs
name: 080524_15ep_02
date: 2025-01-23
tags: [en, open_source, onnx, zero_shot, roberta]
task: Zero-Shot Classification
language: en
edition: Spark NLP 5.5.1
spark_version: 3.0
supported: true
engine: onnx
annotator: RoBertaForZeroShotClassification
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Pretrained RoBertaForZeroShotClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`080524_15ep_02` is a English model originally trained by adriansanz.

{:.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/080524_15ep_02_en_5.5.1_3.0_1737659468448.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/080524_15ep_02_en_5.5.1_3.0_1737659468448.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() \
.setInputCol('text') \
.setOutputCol('document')

tokenizer = Tokenizer() \
.setInputCols(['document']) \
.setOutputCol('token')

zeroShotClassifier = RoBertaForZeroShotClassification.pretrained("080524_15ep_02","en") \
.setInputCols(["document","token"]) \
.setOutputCol("class")

pipeline = Pipeline().setStages([documentAssembler, tokenizer, zeroShotClassifier])
data = spark.createDataFrame([["I love spark-nlp"]]).toDF("text")
pipelineModel = pipeline.fit(data)
pipelineDF = pipelineModel.transform(data)

```
```scala

val documentAssembler = new DocumentAssembler()
.setInputCols("text")
.setOutputCols("document")

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

val zeroShotClassifier = RoBertaForZeroShotClassification.pretrained("080524_15ep_02", "en")
.setInputCols(Array("documents","token"))
.setOutputCol("class")

val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, zeroShotClassifier))
val data = Seq("I love spark-nlp").toDS.toDF("text")
val pipelineModel = pipeline.fit(data)
val pipelineDF = pipelineModel.transform(data)

```
</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|080524_15ep_02|
|Compatibility:|Spark NLP 5.5.1+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[document, token]|
|Output Labels:|[class]|
|Language:|en|
|Size:|450.1 MB|

## References

https://huggingface.co/adriansanz/080524_15ep_02
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---
layout: model
title: English 080524_15ep_02_pipeline pipeline RoBertaForZeroShotClassification from adriansanz
author: John Snow Labs
name: 080524_15ep_02_pipeline
date: 2025-01-23
tags: [en, open_source, pipeline, onnx]
task: Zero-Shot Classification
language: en
edition: Spark NLP 5.5.1
spark_version: 3.0
supported: true
annotator: PipelineModel
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Pretrained RoBertaForZeroShotClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`080524_15ep_02_pipeline` is a English model originally trained by adriansanz.

{:.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/080524_15ep_02_pipeline_en_5.5.1_3.0_1737659496488.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/080524_15ep_02_pipeline_en_5.5.1_3.0_1737659496488.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

pipeline = PretrainedPipeline("080524_15ep_02_pipeline", lang = "en")
annotations = pipeline.transform(df)

```
```scala

val pipeline = new PretrainedPipeline("080524_15ep_02_pipeline", lang = "en")
val annotations = pipeline.transform(df)

```
</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|080524_15ep_02_pipeline|
|Type:|pipeline|
|Compatibility:|Spark NLP 5.5.1+|
|License:|Open Source|
|Edition:|Official|
|Language:|en|
|Size:|450.1 MB|

## References

https://huggingface.co/adriansanz/080524_15ep_02

## Included Models

- DocumentAssembler
- TokenizerModel
- RoBertaForZeroShotClassification
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