Models hub (#14335)

Co-authored-by: ahmedlone127 <[email protected]> * Add model 2024-02-01-bert_zero_shot_classifier_mnli_xx (#14157) Co-authored-by: ahmedlone127 <[email protected]> * Add model 2024-01-20-mpnet_base_question_answering_squad2_en (#14146) Co-authored-by: DevinTDHa <[email protected]> * 2024-02-11-bge_m3_xx (#14170) * Add model 2024-02-11-bge_m3_xx * Update 2024-02-11-bge_m3_xx.md --------- Co-authored-by: ahmedlone127 <[email protected]> Co-authored-by: Maziyar Panahi <[email protected]> * 2024-02-16-distil_asr_whisper_small_en (#14176) * Add model 2024-02-16-distil_asr_whisper_small_en * Add model 2024-02-25-distil_asr_whisper_medium_en * Add model 2024-02-26-distil_asr_whisper_large_v2_en --------- Co-authored-by: ahmedlone127 <[email protected]> * 2024-04-04-mpnet_embeddings_biolord_2023_c_en (#14226) * Add model 2024-04-04-mpnet_embeddings_biolord_2023_c_en * Update 2024-04-04-mpnet_embeddings_biolord_2023_c_en.md --------- Co-authored-by: ahmet-mesut <[email protected]> Co-authored-by: Ahmet Mesut BİROL <[email protected]> * Add model 2024-04-05-uae_large_v1_en (#14229) Co-authored-by: DevinTDHa <[email protected]> * Add model 2024-04-22-mpnet_embeddings_biolord_2023_en (#14240) Co-authored-by: akrztrk <[email protected]> * Add model 2024-04-22-mpnet_embeddings_biolord_2023_en (#14241) Co-authored-by: akrztrk <[email protected]> * 2024-05-06-deepa_xlmroberta_ner_large_en_panx_en (#14246) * Add model 2024-05-06-deepa_xlmroberta_ner_large_en_panx_en * Add model 2024-05-06-deepa_xlmroberta_ner_large_panx_dataset_en --------- Co-authored-by: SaiDeepaPeri <[email protected]> * 2024-06-10-test25_en (#14326) * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_cyycyy_en * Add model 2024-06-11-clinico_xlm_roberta_large_finetuned_augmented1_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_cyycyy_pipeline_en * Add model 2024-06-11-tner_xlm_roberta_base_ontonotes5_switchboard_earnings21_normalized_en * Add model 2024-06-11-tner_xlm_roberta_base_ontonotes5_switchboard_earnings21_normalized_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_abdus_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_abdus_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_arabic_yazannasser_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_jamie613_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_arabic_yazannasser_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_jamie613_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_udon3_en * Add model 2024-06-11-mongolian_davlan_xlm_roberta_base_ner_hrl_mn * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_obong_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_udon3_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_obong_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_cataluna84_pipeline_en * Add model 2024-06-11-mongolian_davlan_xlm_roberta_base_ner_hrl_pipeline_mn * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_hitakura_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_hitakura_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_cataluna84_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_myasa_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_chris_choi_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_gogd_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_chris_choi_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_yezune_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_myasa_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_yezune_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_gogd_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_handun_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_handun_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_gogd_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_gogd_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_dochee_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_yong_sik_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_likejazz_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_dochee_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_yong_sik_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_arthur_75_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_likejazz_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_songys_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_arthur_75_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_mooface_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_mooface_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_team_nave_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_team_nave_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_jjglilleberg_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_jjglilleberg_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_songys_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_chris_choi_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_sungkwangjoong_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_andrew45_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_chris_choi_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_gogd_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_sungkwangjoong_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_andrew45_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_gogd_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_wilcomply_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_wilcomply_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_k3lana_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_yyabuki_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_k3lana_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_pnax_german_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_pnax_german_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_robinschaefer_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_robinschaefer_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_likejazz_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_yyabuki_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_amitjain171980_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_likejazz_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_leotunganh_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_leotunganh_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_amitjain171980_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_arabic_zaid_33_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_sunwooooong_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_arabic_zaid_33_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_sunwooooong_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_chris_choi_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_qilin1_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_qilin1_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_chris_choi_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_karolk_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_karolk_pipeline_en * Add model 2024-06-11-xlm_r_galen_distemist_es * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_maxnet_en * Add model 2024-06-11-xlm_r_galen_distemist_pipeline_es * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_maxnet_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_sungkwangjoong_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_ysige_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_sungkwangjoong_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_anniepyim_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_anniepyim_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_amartyobanerjee_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_heerak_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_amartyobanerjee_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_leotunganh_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_ysige_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_leotunganh_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_heerak_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_aiventurer_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_malduwais_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_chris_choi_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_malduwais_pipeline_en * Add model 2024-06-11-xlm_roberta_base_pie_en * Add model 2024-06-11-xlm_roberta_base_pie_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_aiventurer_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_ducdh1210_en * Add model 2024-06-11-xlm_norwegian_i_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_aiventurer_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_chris_choi_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_aiventurer_pipeline_en * Add model 2024-06-11-xlm_norwegian_i_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_ducdh1210_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_philosucker_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_mj03_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_maxnet_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_team_nave_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_mj03_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_koroku_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_maxnet_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_philosucker_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_team_nave_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_koroku_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_backdrive_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_inniok_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_ahmad_alismail_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_inniok_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_kiechu_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_backdrive_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_kiechu_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_ahmad_alismail_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_hitoshinagaoka_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_shinta0615_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_kenhoffman_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_hitoshinagaoka_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_all_kenhoffman_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_shinta0615_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_h_radiolo_tech_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_h_radiolo_tech_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_udon3_en * Add model 2024-06-11-clinico_xlm_roberta_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_udon3_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_kenhoffman_en * Add model 2024-06-11-clinico_xlm_roberta_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_kenhoffman_pipeline_en * Add model 2024-06-11-gal_xlm_r_gl * Add model 2024-06-11-gal_xlm_r_pipeline_gl * Add model 2024-06-11-afriberta_large_hausa_5e_5_en * Add model 2024-06-11-afriberta_large_hausa_5e_5_pipeline_en * Add model 2024-06-11-angela_punc_untranslated_eval_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_khadija267_en * Add model 2024-06-11-angela_punc_untranslated_eval_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_100yen_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_100yen_pipeline_en * Add model 2024-06-11-afriberta_large_finetuned_hausa_2e_4_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_donaldyy_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_bobojjhh_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_donaldyy_pipeline_en * Add model 2024-06-11-afriberta_large_finetuned_hausa_2e_4_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_khadija267_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_bobojjhh_pipeline_en * Add model 2024-06-11-enlm_roberta_conll2003_final_stemmed_en * Add model 2024-06-11-enlm_roberta_conll2003_final_stemmed_pipeline_en * Add model 2024-06-11-xlm_r_galen_socialdisner_es * Add model 2024-06-11-arabnizer_xlmr_panx_arabic_ar * Add model 2024-06-11-xlm_r_galen_socialdisner_pipeline_es * Add model 2024-06-11-arabnizer_xlmr_panx_arabic_pipeline_ar * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_100yen_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_jamie613_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_100yen_pipeline_en * Add model 2024-06-11-spa_enpt_xlm_r_es * Add model 2024-06-11-spa_enpt_xlm_r_pipeline_es * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_jamie613_en * Add model 2024-06-11-afriberta_base_hausa_5e_5_en * Add model 2024-06-11-afriberta_base_hausa_5e_5_pipeline_en * Add model 2024-06-11-tner_xlm_roberta_base_ontonotes5_switchboard_normalized_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_hash1360_en * Add model 2024-06-11-tner_xlm_roberta_base_ontonotes5_switchboard_normalized_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_hash1360_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_alkampfer_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_alkampfer_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_matovu_ronald_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_matovu_ronald_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_kenhoffman_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_kenhoffman_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_jzwk_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_ajit_transformer_en * Add model 2024-06-11-cat_ner_xlmr_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_ajit_transformer_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_fraisier_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_fraisier_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_jzwk_pipeline_en * Add model 2024-06-11-cat_ner_xlmr_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_patnelt60_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_italian_patnelt60_pipeline_en * Add model 2024-06-11-afriberta_base_finetuned_hausa_2e_3_en * Add model 2024-06-11-afriberta_base_finetuned_hausa_2e_3_pipeline_en * Add model 2024-06-11-ter_class_5e_5_hausa_en * Add model 2024-06-11-ter_class_5e_5_hausa_pipeline_en * Add model 2024-06-11-norwegian_delete_5e_5_hausa_en * Add model 2024-06-11-norwegian_delete_5e_5_hausa_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_sbpark_en * Add model 2024-06-11-xlm_roberta_panx_uzbek_en * Add model 2024-06-11-xlm_roberta_panx_uzbek_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_french_sbpark_pipeline_en * Add model 2024-06-11-flipped_2e_4_hausa_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_hanlforever_en * Add model 2024-06-11-xlmr_base_finetuned_hausa_2e_4_en * Add model 2024-06-11-flipped_2e_4_hausa_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_jakobbrunner_en * Add model 2024-06-11-xlmr_base_finetuned_hausa_2e_4_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_songys_en * Add model 2024-06-11-gal_sayula_popoluca_iw_catalan_galician_pipeline_en * Add model 2024-06-11-gal_sayula_popoluca_iw_catalan_galician_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_jakobbrunner_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_songys_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_hanlforever_pipeline_en * Add model 2024-06-11-angela_untranslated_shuffle_eval_en * Add model 2024-06-11-unfiltered_norwegian_delete_hausa_en * Add model 2024-06-11-unfiltered_norwegian_delete_hausa_pipeline_en * Add model 2024-06-11-afro_xlmr_base_hausa_5e_5_en * Add model 2024-06-11-gal_ensp_xlm_r_gl * Add model 2024-06-11-gal_ensp_xlm_r_pipeline_gl * Add model 2024-06-11-afro_xlmr_base_hausa_5e_5_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_henryjiang_en * Add model 2024-06-11-angela_shuffle_punc_eval_en * Add model 2024-06-11-angela_shuffle_punc_eval_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_ryatora_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_french_henryjiang_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_ryatora_en * Add model 2024-06-11-angela_untranslated_shuffle_eval_pipeline_en * Add model 2024-06-11-afro_xlmr_mini_finetuned_hausa_2e_4_en * Add model 2024-06-11-angela_shuffle_diacritics_eval_en * Add model 2024-06-11-angela_shuffle_diacritics_eval_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_jjglilleberg_en * Add model 2024-06-11-aligned_source_5e_5_en * Add model 2024-06-11-afro_xlmr_mini_finetuned_hausa_2e_4_pipeline_en * Add model 2024-06-11-aligned_source_5e_5_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_english_jjglilleberg_pipeline_en * Add model 2024-06-11-angela_punctuation_test_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_inniok_en * Add model 2024-06-11-angela_punctuation_test_pipeline_en * Add model 2024-06-11-xlm_roberta_base_finetuned_panx_german_inniok_pipeline_en * Add model 2024-06-11-afro_xlmr_mini_finetuned_igbo_en * Add model 2024-06-11-afro_xlmr_mini_finetuned_igbo_pipeline_en * Add model 2024-06-11-angela_diacritics_shuffle_eval_en * Add model 2024-06-11-angela_untranslated_entities_regular_eval_en * Add model 2024-06-11-angela_diacritics_shuffle_eval_pipeline_en * Add model 2024-06-11-angela_untranslated_entities_regular_eval_pipeline_en * Add model 2024-06-12-sent_roberta_base_en --------- Co-authored-by: ahmedlone127 <[email protected]> * 2024-06-13-bge_base_english_sec10k_embed_en (#14331) * Add model 2024-06-13-bge_base_english_sec10k_embed_en * Add model 2024-06-13-bge_base_english_sec10k_embed_pipeline_en * Add model 2024-06-13-bge_base_securiti_dataset_1_v7_en * Add model 2024-06-13-bge_base_securiti_dataset_1_v7_pipeline_en * Add model 2024-06-13-bge_base_financial_matryoshka_anikulkar_en * Add model 2024-06-13-bge_base_financial_matryoshka_anikulkar_pipeline_en * Add model 2024-06-13-bge_base_securiti_dataset_1_v8_en * Add model 2024-06-13-bge_base_securiti_dataset_1_v8_pipeline_en * Add model 2024-06-13-bge_base_financial_matryoshka_hritikmore_en * Add model 2024-06-13-bge_base_financial_matryoshka_hritikmore_pipeline_en * Add model 2024-06-13-bge_base_financial_matryoshka_thetayne_en * Add model 2024-06-13-bge_base_financial_matryoshka_thetayne_pipeline_en * Add model 2024-06-13-xlmroberta_ner_base_finetuned_arman_fa * Add model 2024-06-13-xlmroberta_ner_base_finetuned_arman_pipeline_fa * Add model 2024-06-13-xlmroberta_ner_base_finetuned_ner_wolof_wo * Add model 2024-06-13-xlmroberta_ner_base_finetuned_ner_kinyarwand_rw * Add model 2024-06-13-xlmroberta_ner_base_bionlp2004_en --------- Co-authored-by: ahmedlone127 <[email protected]> --------- Co-authored-by: jsl-models <[email protected]> Co-authored-by: ahmedlone127 <[email protected]> Co-authored-by: prabod <[email protected]> Co-authored-by: DevinTDHa <[email protected]> Co-authored-by: Devin Ha <[email protected]>
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diff --git a/docs/_posts/SaiDeepaPeri/2024-05-06-deepa_xlmroberta_ner_large_en_panx_en.md b/docs/_posts/SaiDeepaPeri/2024-05-06-deepa_xlmroberta_ner_large_en_panx_en.md
@@ -0,0 +1,76 @@
+---
+layout: model
+title: Deepa Panx Model for English
+author: SaiDeepaPeri
+name: deepa_xlmroberta_ner_large_en_panx
+date: 2024-05-06
+tags: [en, open_source]
+task: Named Entity Recognition
+language: en
+edition: Spark NLP 4.1.0
+spark_version: 3.0
+supported: false
+annotator: XlmRoBertaForTokenClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Named Entity Recognition trained on English panx
+
+## Predicted Entities
+
+
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/community.johnsnowlabs.com/SaiDeepaPeri/deepa_xlmroberta_ner_large_en_panx_en_4.1.0_3.0_1715017572119.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://community.johnsnowlabs.com/SaiDeepaPeri/deepa_xlmroberta_ner_large_en_panx_en_4.1.0_3.0_1715017572119.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")
+
+token_classifier = XlmRoBertaForTokenClassification.pretrained("deepa_xlmroberta_ner_large_en_panx", "en") \
+    .setInputCols(["document", "token"]) \
+    .setOutputCol("ner")
+
+ner_converter = NerConverter() \
+    .setInputCols(["document", "token", "ner"]) \
+    .setOutputCol("ner_chunk")
+
+pipeline = Pipeline(stages=[documentAssembler, tokenizer, token_classifier, ner_converter])
+
+```
+
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|deepa_xlmroberta_ner_large_en_panx|
+|Compatibility:|Spark NLP 4.1.0+|
+|License:|Open Source|
+|Edition:|Community|
+|Input Labels:|[document, token]|
+|Output Labels:|[ner]|
+|Language:|en|
+|Size:|1.8 GB|
+|Case sensitive:|true|
+|Max sentence length:|256|
diff --git a/docs/_posts/SaiDeepaPeri/2024-05-06-deepa_xlmroberta_ner_large_panx_dataset_en.md b/docs/_posts/SaiDeepaPeri/2024-05-06-deepa_xlmroberta_ner_large_panx_dataset_en.md
@@ -0,0 +1,78 @@
+---
+layout: model
+title: "Deepa NER XLMRoberta Large Model : deepa_xlmroberta_ner_large_panx"
+author: SaiDeepaPeri
+name: deepa_xlmroberta_ner_large_panx_dataset
+date: 2024-05-06
+tags: [en, open_source]
+task: Named Entity Recognition
+language: en
+edition: Spark NLP 4.1.0
+spark_version: 3.0
+supported: false
+annotator: XlmRoBertaForTokenClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+NER model  XLM Roberta Large Model
+
+## Predicted Entities
+
+
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/community.johnsnowlabs.com/SaiDeepaPeri/deepa_xlmroberta_ner_large_panx_dataset_en_4.1.0_3.0_1715028210601.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://community.johnsnowlabs.com/SaiDeepaPeri/deepa_xlmroberta_ner_large_panx_dataset_en_4.1.0_3.0_1715028210601.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")
+
+# Create a custom Tokenizer that splits text based on spaces
+tokenizer = RegexTokenizer() \
+    .setInputCols(["document"]) \
+    .setOutputCol("token").setPattern("\\s+") \
+
+# deepa_xlmroberta_ner_large_en_panx
+token_classifier = XlmRoBertaForTokenClassification.pretrained("deepa_xlmroberta_ner_large_panx", "en") \
+    .setInputCols(["document", "token"]) \
+    .setOutputCol("ner")
+
+ner_converter = NerConverter() \
+    .setInputCols(["document", "token", "ner"]) \
+    .setOutputCol("ner_chunk")
+
+pipeline = Pipeline(stages=[documentAssembler, tokenizer, token_classifier, ner_converter])
+
+```
+
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|deepa_xlmroberta_ner_large_panx_dataset|
+|Compatibility:|Spark NLP 4.1.0+|
+|License:|Open Source|
+|Edition:|Community|
+|Input Labels:|[document, token]|
+|Output Labels:|[ner]|
+|Language:|en|
+|Size:|1.8 GB|
+|Case sensitive:|true|
+|Max sentence length:|256|
diff --git a/docs/_posts/ahmedlone127/2024-02-11-bge_m3_xx.md b/docs/_posts/ahmedlone127/2024-02-11-bge_m3_xx.md
@@ -68,7 +68,7 @@ val sentencerDL = SentenceDetectorDLModel.pretrained("sentence_detector_dl", "xx
     .setOutputCol("sentence")
 
 val embeddings = XlmRoBertaSentenceEmbeddings 
-    .pretrained("bge_m3", "xx")
+    .pretrained("bge_m3 ", "xx")
     .setInputCols(Array("sentence")) 
     .setOutputCol("embeddings") 
 

diff --git a/docs/_posts/ahmedlone127/2024-06-10-baai_bge_base_english_nowr_1_1_en.md b/docs/_posts/ahmedlone127/2024-06-10-baai_bge_base_english_nowr_1_1_en.md
@@ -0,0 +1,87 @@
+---
+layout: model
+title: English baai_bge_base_english_nowr_1_1 BGEEmbeddings from alexakkol
+author: John Snow Labs
+name: baai_bge_base_english_nowr_1_1
+date: 2024-06-10
+tags: [en, open_source, onnx, embeddings, bge]
+task: Embeddings
+language: en
+edition: Spark NLP 5.4.0
+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.`baai_bge_base_english_nowr_1_1` is a English model originally trained by alexakkol.
+
+{:.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/baai_bge_base_english_nowr_1_1_en_5.4.0_3.0_1718060836858.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/baai_bge_base_english_nowr_1_1_en_5.4.0_3.0_1718060836858.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")
+
+embeddings = BGEEmbeddings.pretrained("baai_bge_base_english_nowr_1_1","en") \
+      .setInputCols(["document"]) \
+      .setOutputCol("embeddings")       
+
+pipeline = Pipeline().setStages([documentAssembler, embeddings])
+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 embeddings = BGEEmbeddings.pretrained("baai_bge_base_english_nowr_1_1","en") 
+    .setInputCols(Array("document")) 
+    .setOutputCol("embeddings")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, embeddings))
+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:|baai_bge_base_english_nowr_1_1|
+|Compatibility:|Spark NLP 5.4.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[document]|
+|Output Labels:|[bge]|
+|Language:|en|
+|Size:|381.8 MB|
+
+## References
+
+https://huggingface.co/alexakkol/BAAI-bge-base-en-nowr-1-1
diff --git a/docs/_posts/ahmedlone127/2024-06-10-baai_bge_base_english_nowr_1_1_pipeline_en.md b/docs/_posts/ahmedlone127/2024-06-10-baai_bge_base_english_nowr_1_1_pipeline_en.md
@@ -0,0 +1,69 @@
+---
+layout: model
+title: English baai_bge_base_english_nowr_1_1_pipeline pipeline BGEEmbeddings from alexakkol
+author: John Snow Labs
+name: baai_bge_base_english_nowr_1_1_pipeline
+date: 2024-06-10
+tags: [en, open_source, pipeline, onnx]
+task: Embeddings
+language: en
+edition: Spark NLP 5.4.0
+spark_version: 3.0
+supported: true
+annotator: PipelineModel
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained BGEEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`baai_bge_base_english_nowr_1_1_pipeline` is a English model originally trained by alexakkol.
+
+{:.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/baai_bge_base_english_nowr_1_1_pipeline_en_5.4.0_3.0_1718060870292.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/baai_bge_base_english_nowr_1_1_pipeline_en_5.4.0_3.0_1718060870292.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("baai_bge_base_english_nowr_1_1_pipeline", lang = "en")
+annotations =  pipeline.transform(df)   
+
+```
+```scala
+
+val pipeline = new PretrainedPipeline("baai_bge_base_english_nowr_1_1_pipeline", lang = "en")
+val annotations = pipeline.transform(df)
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|baai_bge_base_english_nowr_1_1_pipeline|
+|Type:|pipeline|
+|Compatibility:|Spark NLP 5.4.0+|
+|License:|Open Source|
+|Edition:|Official|
+|Language:|en|
+|Size:|381.8 MB|
+
+## References
+
+https://huggingface.co/alexakkol/BAAI-bge-base-en-nowr-1-1
+
+## Included Models
+
+- DocumentAssembler
+- BGEEmbeddings