Models hub (#14118)

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

* 2023-12-18-sentiment_analysis_distillbert_base_uncased_model_en (#14102)

* Add model 2023-12-22-roberta_qa_tinyroberta_6l_768d_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p95_en

* Add model 2023-12-22-roberta_large_squadv2_aware_ai_en

* Add model 2023-12-22-roberta_qa_testabsa_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p10_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p20_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p55_en

* Add model 2023-12-22-roberta_qa_unqover_base_news_en

* Add model 2023-12-22-bullet_point_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p80_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p60_en

* Add model 2023-12-22-roberta_base_on_cuad_en

* Add model 2023-12-22-climatebertqa_en

* Add model 2023-12-22-roberta_base_squad_i8_f16_p35_en

* Add model 2023-12-22-roberta_quangb1910128_en

* Add model 2023-12-22-roberta_base_squad2_nq_bioasq_en

* Add model 2023-12-22-newspaper_qa_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p40_en

* Add model 2023-12-22-roberta_base_cuad_marshmellow77_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p15_en

* Add model 2023-12-22-roberta_base_squad_i8_f16_p30_en

* Add model 2023-12-22-ruroberta_sberquad_en

* Add model 2023-12-22-roberta_base_squad_i8_f16_p20_en

* Add model 2023-12-22-roberta_base_finetuned_squad8000_en

* Add model 2023-12-22-finetuned_roberta_squad2_tiny_en

* Add model 2023-12-22-roberta_base_mod_squad_en

* Add model 2023-12-22-roberta_base_squad_i8_f16_p45_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p30_en

* Add model 2023-12-22-roberta_base_cuad_qa_en

* Add model 2023-12-22-roberta_base_squad_i8_f16_p10_en

* Add model 2023-12-22-roberta_base_squad_i8_f16_p50_en

* Add model 2023-12-22-qa_model_finance_domain_fiqa_v6_en

* Add model 2023-12-22-robbert_v2_dutch_qa_nl

* Add model 2023-12-22-distilroberta_squad2_en

* Add model 2023-12-22-roberta_large_few_shot_k_64_finetuned_squad_seed_4_en

* Add model 2023-12-22-legal_qa_en

* Add model 2023-12-22-roberta_base_squad2_p10_en

* Add model 2023-12-22-roberta_base_squad_i8_f16_p80_en

* Add model 2023-12-22-legal_roberta_base_cuad_en

* Add model 2023-12-22-roberta_base_squad_i8_f32_p90_en

* Add model 2023-12-22-roberta_large_nq_mrc_en

* Add model 2023-12-22-roberta_finetuned_qa_policy_2_ppsingh_en

* Add model 2023-12-22-roberta_base_diffuserconfuser_en

* Add model 2023-12-22-roberta_base_squad2_autoevaluate_en

* Add model 2023-12-22-roberta_large_few_shot_k_512_finetuned_squad_seed_2_en

* Add model 2023-12-23-tinyroberta_mrqa_en

* Add model 2023-12-23-roberta_base_finetuned_squad_roberta_v3_en

* Add model 2023-12-23-roberta_finetuned_timeentities_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_ssmustak_en

* Add model 2023-12-23-tinyroberta_squad_spanish_en

* Add model 2023-12-23-nd_qna_en

* Add model 2023-12-23-roberta_base_squad_i8_f16_p60_en

* Add model 2023-12-23-cs4248_roberta_w_newsqa_epoch_1_en

* Add model 2023-12-23-roberta_checkpoint_finetuned_squad_angelag_en

* Add model 2023-12-23-question_answering_coqa_en

* Add model 2023-12-23-carbonblog_en

* Add model 2023-12-23-roberta_base_squad_i8_f32_p99_en

* Add model 2023-12-23-recipe_triplet_roberta_base_timestep_squadv2_epochs_3_en

* Add model 2023-12-23-roberta_base_squad2_newbreaker_en

* Add model 2023-12-23-recipe_triplet_roberta_base_easy_timestep_squadv2_epochs_3_en

* Add model 2023-12-23-scan_u_doc_question_answer_en

* Add model 2023-12-23-questionansweringnlphw4_en

* Add model 2023-12-23-roberta_base_squad_i8_f16_p55_en

* Add model 2023-12-23-finqa_model_en

* Add model 2023-12-23-roberta_base_squad_i8_f16_p95_en

* Add model 2023-12-23-roberta_base_squad_i8_f16_p90_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_dayyannxb_en

* Add model 2023-12-23-roberta_base_squad_i8_f32_p75_en

* Add model 2023-12-23-slovakbert_skquad_en

* Add model 2023-12-23-edtech_lightweight_en

* Add model 2023-12-23-trainer_english_en

* Add model 2023-12-23-deepset_roberta_base_squad2_orkg_unchanged_5e_05_en

* Add model 2023-12-23-robbert_v2_dutch_base_finetuned_squad_en

* Add model 2023-12-23-cqi_brain_memory_question_anwser_portuguese_v0_en

* Add model 2023-12-23-recipe_step_manip_step_label_roberta_base_squadv2_epochs_3_en

* Add model 2023-12-23-bankstatementmodelver8_en

* Add model 2023-12-23-avishkaarak_ekta_hindi_en

* Add model 2023-12-23-minilmv2_l12_h384_from_roberta_large_mrqa_en

* Add model 2023-12-23-qa_refined_questions_with_random_data_24k_16_08_en

* Add model 2023-12-23-roberta_base_squad_i8_f16_p65_en

* Add model 2023-12-23-roberta_base_coqa_rooftopcoder_en

* Add model 2023-12-23-robbert_v2_dutch_base_squad_dutch_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_kalyankumar_en

* Add model 2023-12-23-roberta_base_fine_tuned_recipeqa_modified_en

* Add model 2023-12-23-otterchat2_en

* Add model 2023-12-23-roberta_large_few_shot_k_512_finetuned_squad_seed_0_en

* Add model 2023-12-23-question_answering_roberta_anu_squad_v2_en

* Add model 2023-12-23-roberta_fine_tuned_stanford_en

* Add model 2023-12-23-roberta_finetuned_last_company_last_designation_en

* Add model 2023-12-23-robbert_v2_en

* Add model 2023-12-23-dynamic_minilmv2_l6_h384_squad1_1_int8_static_en

* Add model 2023-12-23-roberta_base_squad2_distilled_small_cuad_en

* Add model 2023-12-23-roberta_base_spanish_squades_modelo_robertav0_en

* Add model 2023-12-23-roberta_base_finetuned_squad2_iproject_10_en

* Add model 2023-12-23-roberta_base_covid_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies2_en

* Add model 2023-12-23-roberta_base_squad2_p20_en

* Add model 2023-12-23-robertita_cased_finetuned_quales_en

* Add model 2023-12-23-roberta_large_squad_fine_tuned_8e_en

* Add model 2023-12-23-docalog_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_pks20_en

* Add model 2023-12-23-output_mask_step_pretraining_plus_contr_roberta_large_both_epochs_1_en

* Add model 2023-12-23-output_mask_two_steps_pretraining_plus_contr_roberta_large_both_triplets_epochs_1_en

* Add model 2023-12-23-roberta_fintuned_squadv2_covidqa_en

* Add model 2023-12-23-tinyroberta_squad2_finetuned_squad_en

* Add model 2023-12-23-roberta_base_finetuned_squad_v1_1_en

* Add model 2023-12-23-roberta_finetuned_en

* Add model 2023-12-23-roberta_base_coffee20230108_en

* Add model 2023-12-23-recipe_triplet_roberta_base_squadv2_epochs_3_en

* Add model 2023-12-23-iotnation_companyname_and_location_extraction_qa_model_1_4_roberta_en

* Add model 2023-12-23-roberta_qa_finetuned_subjqa_movies_2_rizal_en

* Add model 2023-12-23-question_answering_camembert_en

* Add model 2023-12-23-output_mask_two_steps_pretraining_plus_contr_roberta_model_from_pretrained_large_easy_epochs_1_en

* Add model 2023-12-23-roberta_finetuned_subjqa_2_en

* Add model 2023-12-23-sinbert_large_finetuned_sinquad_v3_en

* Add model 2023-12-23-qa_synth_data_with_unanswerable_23_aug_roberta_base_squad2_en

* Add model 2023-12-23-zero_docalog_en

* Add model 2023-12-23-roberta_large_squad_finetune_covidqa_direct_en

* Add model 2023-12-23-plm_qa_en

* Add model 2023-12-23-roberta_base_finetuned_squad_96harsh56_en

* Add model 2023-12-23-roberta_finetuned_subjqa_hotels_en

* Add model 2023-12-23-roberta_base_finetuned_squad_roberta_en

* Add model 2023-12-23-bert_finetuned_squad22_en

* Add model 2023-12-23-qa_finetuned_en

* Add model 2023-12-23-roberta_finetuned_covidqa_en

* Add model 2023-12-23-qa_refined_data_14k_15_08_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_ljl2020_en

* Add model 2023-12-23-qa_roberta_squad2_group11_en

* Add model 2023-12-23-autotrain_swot_roberta_base_distilled_3268791189_en

* Add model 2023-12-23-roberta_finetuned_qa_policy_0_1_en

* Add model 2023-12-23-roberta_base_squadv2_zohaib99k_en

* Add model 2023-12-23-autotrain_swot_roberta_distilled_45_3269391224_en

* Add model 2023-12-23-qa_synthetic_data_only_16_aug_base_en

* Add model 2023-12-23-sinbert_large_finetuned_sinquad_v4_en

* Add model 2023-12-23-roberta_finetune_qa_cuad_en

* Add model 2023-12-23-roberta_vietnamese_mlqa_en

* Add model 2023-12-23-qna_model_roberta_en

* Add model 2023-12-23-distil_roberta_qa_en

* Add model 2023-12-23-roberta_base_finetuned_cuad_en

* Add model 2023-12-23-bert_finetuned_squad_dflcmu_en

* Add model 2023-12-23-roberta_base_bne_modelo_prueba_en

* Add model 2023-12-23-mrr_roberta_without_squal_15k_en

* Add model 2023-12-23-roberta_base_squad2_qa_model_en

* Add model 2023-12-23-robbert_v2_dutch_ext_qa_en

* Add model 2023-12-23-roberta_finetuned_qa_reqzarv0_en

* Add model 2023-12-23-roberta_base_squad2_qa_en

* Add model 2023-12-23-final_argument_manager_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_mimi_2023_en

* Add model 2023-12-23-roberta_base_qa_finetuned_subjqa_movies_rizal_en

* Add model 2023-12-23-lease_qa_en

* Add model 2023-12-23-roberta_base_finetuned_squad_v1_sooolee_en

* Add model 2023-12-23-distilroberta_base_finetuned_wikitext2_squadsmall_qa_wandb4_en

* Add model 2023-12-23-questionansweringmodel_en

* Add model 2023-12-23-roberta_large_squadv2_en

* Add model 2023-12-23-rbt_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_mahmudul_unsw_en

* Add model 2023-12-23-roberta_base_finetuned_squad_v1_saadkazaz_en

* Add model 2023-12-23-roberta_base_finetuned_squad_maarten_k_en

* Add model 2023-12-23-qamodel2_en

* Add model 2023-12-23-sinbert_large_finetuned_sinquad_v2_en

* Add model 2023-12-23-roberta_base_finetune_subjqa_hoang14_en

* Add model 2023-12-23-roberta_base_managementengineer_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_gianvito_en

* Add model 2023-12-23-roberta_base_squad2_coffee20230108_en

* Add model 2023-12-23-roberta_base_finetuned_squad_roberta_3_en

* Add model 2023-12-23-hyunjoo_awesome_qa_model_en

* Add model 2023-12-23-mrr_qa_15k_finetuned_on_random_data_en

* Add model 2023-12-23-roberta_base_bne_modelo_cf_en

* Add model 2023-12-23-wechsel_saquad20_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_shashidharakc_en

* Add model 2023-12-23-roberta_finetuned_qa_policy_short_en

* Add model 2023-12-23-roberta_finetuned_disaster_type_dy_en

* Add model 2023-12-23-kaz_roberta_squad2_kaz_en

* Add model 2023-12-23-robbertje_1_gb_shuffled_finetuned_squad_en

* Add model 2023-12-23-xlmbert_finetuned_squad2_en

* Add model 2023-12-23-roberta_base_squad2_mf_finetune_en

* Add model 2023-12-23-roberta_base_bne_finetuned_qa_sqac_en

* Add model 2023-12-23-roberta_base_squad2_p30_en

* Add model 2023-12-23-roberta_finetuned_squad_v2_en

* Add model 2023-12-23-roberta_base_finetuned_squad_deepakrish_en

* Add model 2023-12-23-roberta_large_bne_finetuned_qa_tar_en

* Add model 2023-12-23-icebert_finetuned_nqiiv_1_1_en

* Add model 2023-12-23-roberta_base_squad2_finetuned_covid_en

* Add model 2023-12-23-xlmbert_finetuned13kdata_squad_en

* Add model 2023-12-23-roberta_finetuned_subjqa_movies_2_magdy101_en

* Add model 2023-12-23-roberta_finetuned_squad_en

* Add model 2023-12-23-firstmodel_en

* Add model 2023-12-23-oneapi_roberta_qa_model_kaggle_2_en

* Add model 2023-12-24-roberta_vanande_en

* Add model 2023-12-24-roberta_small_base_squad_en

* Add model 2023-12-24-output_only_htm_fpdm_roberta_en

* Add model 2023-12-24-roberta_squad_covid_qa_en

* Add model 2023-12-24-xlmbert_finetuned13kdata_noprocessed_squad_en

* Add model 2023-12-24-roberta_checkpoint_finetuned_squad_jasonplein_en

* Add model 2023-12-24-output_htm_fpdm_roberta_en

* Add model 2023-12-24-autotrain_clinics_52256123143_en

* Add model 2023-12-24-burmese_awesome_qa_model_danzz06_en

* Add model 2023-12-24-lease100_en

* Add model 2023-12-24-roberta_base_coffee20230113_en

* Add model 2023-12-24-roberta_base_finetuned_squad_sonalh_en

* Add model 2023-12-24-roberta_qa_finetuned_en

* Add model 2023-12-24-xlmbert_finetuned_squad1_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_merthacioglu_en

* Add model 2023-12-24-distiled_roberta_squad2_qa_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_abhyantriki_en

* Add model 2023-12-24-cs4248_roberta_wolof_search_ordered_epoch_1_en

* Add model 2023-12-24-roberta_base_finetuned_squad_ahcene_ikram_en

* Add model 2023-12-24-roberta_base_bne_finetuned_qa_mlqa_en

* Add model 2023-12-24-roberta_base_squadv2_freddyyy_en

* Add model 2023-12-24-roberta_squad2_finetuned_covidqa_en

* Add model 2023-12-24-icebert_finetuned_squad_10_en

* Add model 2023-12-24-roberta_finetuned_squad_maarten_k_en

* Add model 2023-12-24-roberta_finetuned_qa_policy_2_peter2000_en

* Add model 2023-12-24-autotrain_qa_roberta_2791682386_en

* Add model 2023-12-24-roberta_finetuned_qa_policy_long_en

* Add model 2023-12-24-roberta_base_squad2_am_infoweb_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_1_en

* Add model 2023-12-24-polyrocketmatt_irse_model_en

* Add model 2023-12-24-roberta_base_test_en

* Add model 2023-12-24-roberta_base_bne_finetuned_qa_tar_en

* Add model 2023-12-24-bertin_roberta_base_spanish_finetuned_qa_tar_en

* Add model 2023-12-24-bertin_roberta_base_spanish_finetuned_qa_sqac_en

* Add model 2023-12-24-maria_sqac_uned_en

* Add model 2023-12-24-roberta_base_finetuned_squad2_0_en

* Add model 2023-12-24-fine_tuned_roberta_en

* Add model 2023-12-24-allenai_biomed_roberta_base_emrqa_en

* Add model 2023-12-24-yash_rupc_4_4_true__roberta_model_squad2_0_en

* Add model 2023-12-24-roberta_base_squad2_p80_en

* Add model 2023-12-24-roberta_qa_finetuned_2_en

* Add model 2023-12-24-squad_clip_text_8_en

* Add model 2023-12-24-roberta_indosquadv2_1691466312_8_2e_06_0_01_5_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_tumbleweed_en

* Add model 2023-12-24-robbert_lemmatized_en

* Add model 2023-12-24-roberta_base_squad2_law_en

* Add model 2023-12-24-qa_synthetic_data_only_18_aug_roberta_base_en

* Add model 2023-12-24-roberta_base_squad2_finetuned_squad2_en

* Add model 2023-12-24-extractspan_distilberta_pieroni_altieri_butt_en

* Add model 2023-12-24-squad_mask_1_oriya_2_plus_contr_recipe_halves_recipes_roberta_base_en

* Add model 2023-12-24-roberta_base_bne_bioasq_es

* Add model 2023-12-24-qa_synthetic_data_only_17_aug_base_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_sahil121_en

* Add model 2023-12-24-autotrain_roberta_qa_spanish_42804109318_en

* Add model 2023-12-24-roberta_base_uy22_cased_finetuned_nlquad_en

* Add model 2023-12-24-qa_refined_questions_with_random_data_24k_15_08_en

* Add model 2023-12-24-roberta_base_malay_marco_mod_en

* Add model 2023-12-24-cs4248_roberta_wolof_search_epoch_1_en

* Add model 2023-12-24-roberta_base_squad_ahcene_ikram_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_itsahyadav_en

* Add model 2023-12-24-robbert_preprocessed_both_en

* Add model 2023-12-24-algmonquestingansweringmodel_base_en

---------

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

* 2023-12-24-roberta_base_wechsel_german_finetuned_germanquad_en (#14108)

* Add model 2023-12-24-roberta_base_wechsel_german_finetuned_germanquad_en

* Add model 2023-12-24-xlmbert_finetuned13kdata_processed_squad_en

* Add model 2023-12-24-cs4248_roberta_wolof_search_mix_epoch_2_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_en

* Add model 2023-12-24-roberta_base_squad_quanghuy54_en

* Add model 2023-12-24-cs4248_roberta_finetuned_squad_en

* Add model 2023-12-24-roberta_base_finetuned_squad_roberta_5_en

* Add model 2023-12-24-m_roberta_qa_model_en

* Add model 2023-12-24-robbert_preprocessed_en

* Add model 2023-12-24-roberta_base_finetune_adversarial_qa_en

* Add model 2023-12-24-roberta_finetuned_qa_reqzar_en

* Add model 2023-12-24-bert_finetuned_squad_cojocaruvicentiu_en

* Add model 2023-12-24-roberta_base_bne_finetuned_sqac_jamanca94_en

* Add model 2023-12-24-roberta_finetuned_subjqa_books_en

* Add model 2023-12-24-test_trainer_en

* Add model 2023-12-24-burmese_awesome_qa_model_itsamitkumar_en

* Add model 2023-12-24-burmese_awesome_qa_model_ingenieria_en

* Add model 2023-12-24-squad_clip_text_5_en

* Add model 2023-12-24-minilmv2_l6_h384_from_roberta_large_mrqa_en

* Add model 2023-12-24-roberta_base_finetuned_recipe_modified_en

* Add model 2023-12-24-roberat_en

* Add model 2023-12-24-roberta_fine_tuned_qa_model_en

* Add model 2023-12-24-roberta_finetuned_squad_timoimhof_en

* Add model 2023-12-24-sinbert_large_finetuned_sinquad_v5_en

* Add model 2023-12-24-output_fpdm_roberta_content_sim_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_gregfere_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_flyingbearhk_en

* Add model 2023-12-24-roberta_base_squad_1_en

* Add model 2023-12-24-roberta_base_cuad_mgigena_en

* Add model 2023-12-24-roberta_large_squad_finetuned_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_abhiramsatuluri34_en

* Add model 2023-12-24-roberta_base_squad2_finetuned_en

* Add model 2023-12-24-bertin_roberta_base_spanish_finetuned_qa_mlqa_en

* Add model 2023-12-24-cl_style_1_1_epoch_recipe_text_cl_recipes_roberta_base_squadv2_en

* Add model 2023-12-24-roberta_base_squad2_distilled_small_cuad_1_en

* Add model 2023-12-24-x_roberta_docalog_dual_en

* Add model 2023-12-24-roberta_base_finetuned_squad_v2_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_colab086_en

* Add model 2023-12-24-roberta_base_squad_finetuned_en

* Add model 2023-12-24-roberta_base_bne_finetuned_sqac_sergio10ia_en

* Add model 2023-12-24-roberta_base_finetuned_squad2_pabloguinea_en

* Add model 2023-12-24-polyrocketmatt_irse_model_2_en

* Add model 2023-12-24-roberta_base_mrqa_en

* Add model 2023-12-24-tmp_trainer_en

* Add model 2023-12-24-roberta_base_finetuned_squad_summerzhang_en

* Add model 2023-12-24-roberta_small_base_squad_1_en

* Add model 2023-12-24-roberta_base_squad_varun_v_rao_en

* Add model 2023-12-24-fine_tune_spatial_validation_v2_en

* Add model 2023-12-24-roberta_finetuned_subjqa_movies_2_khosrojerdia_en

* Add model 2023-12-24-qa_refined_data_with_random_data_20k_14_08_squad2_en

* Add model 2023-12-24-burmese_awesome_qa_model_matheusmatos2916_en

* Add model 2023-12-24-roberta_base_lora_593k_squad_en

* Add model 2023-12-24-roberta_base_mod_en

* Add model 2023-12-24-roberta_base_squad2_p90_en

* Add model 2023-12-24-burmese_awesome_qa_model_sauravns_en

* Add model 2023-12-24-roberta_base_finetuned_squad_v1_runaksh_en

* Add model 2023-12-24-roberta_base_squad2_squad_k5_e3_full_finetune_a_little_different_en

* Add model 2023-12-24-distill_roberta_base_sqaud2_on_medical_meadow_medqa_v2_en

* Add model 2023-12-24-roberta_base_squad2_p40_en

* Add model 2023-12-24-burmese_awesome_qa_model_rahulcodes_en

* Add model 2023-12-24-leases_30_70_en

* Add model 2023-12-24-roberta_rrqa_en

* Add model 2023-12-24-finetuning_squad_v2_distilroberta_base_en

---------

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

* Add model 2023-12-22-Affiliation_Classifier_Roberta_en (#14106)

Co-authored-by: alex2awesome <alex2awesome@gmail.com>

* 2023-12-29-finetuning_sentiment_model_3000_samples_zhaohui_en (#14115)

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_chabuno_en

* Add model 2023-12-31-sms_class_test2_en

* Add model 2023-12-31-finetuning_emotion_model_doyle26_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_richardlowes_en

* Add model 2023-12-31-distilbert_base_uncased_dsc_nepal_bhasa_cllbck_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_gbyourss_en

* Add model 2023-12-31-burmese_text_model_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_clinc_penguinman73_en

* Add model 2023-12-31-genre_pred_model_reduced_4_epochs_en

* Add model 2023-12-31-aie_assessment_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_neolord_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_classification_en

* Add model 2023-12-31-left_padding70model_en

* Add model 2023-12-31-distilbert_for_emotion_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_cola_zangyuchen2008_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_sst_2_english_ft_en

* Add model 2023-12-31-testmodel_mwinterhalter_en

* Add model 2023-12-31-burmese_awesome_model_ugursa_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_cola_kanlee_en

* Add model 2023-12-31-burmese_awesome_model_raihan50017_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_yhwng_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_liviu_vladutu_en

* Add model 2023-12-31-finetuning_sentiment_model_maegancp_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_dodododo2_en

* Add model 2023-12-31-intent_classifier_incentive_for_connecting_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_davegold_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_stemacre_en

* Add model 2023-12-31-attainment_distilbert_en

* Add model 2023-12-31-ai_generated_essay_detection_distilbert_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_cola_kibru_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_baehong_en

* Add model 2023-12-31-mediabiasdetector_distilbert_3e_en

* Add model 2023-12-31-ad_distilbert33_en

* Add model 2023-12-31-burmese_awesome_model_marianna13_en

* Add model 2023-12-31-mbicbias_en

* Add model 2023-12-31-ad_distilbert21_en

* Add model 2023-12-31-finetuning_sentiment_model_turkish_court_en

* Add model 2023-12-31-burmese_awesome_model_volkf_en

* Add model 2023-12-31-imdbreviews_classification_distilbert_v02_jgutierrez90_en

* Add model 2023-12-31-finetuning_sentiment_model_tweet_en

* Add model 2023-12-31-left_padding90model_en

* Add model 2023-12-31-burmese_awesome_model_cep_ter_en

* Add model 2023-12-31-sentiment_v2_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_salohnana2018_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_tobrun_en

* Add model 2023-12-31-distilbert_base_uncased_omdena_cllbck_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_mukesh1212_en

* Add model 2023-12-31-ad_distilbert17_en

* Add model 2023-12-31-burmese_awesome_model_rkessler_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_cola_ajay_y_en

* Add model 2023-12-31-distilbert_base_uncased_hoax_classifier_sanity_check_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_plantdesc_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_matthewo_en

* Add model 2023-12-31-copilot_relex_nyt_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_yarbhelp_en

* Add model 2023-12-31-finetuned_sentiment_classfication_distilbert_model_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_clinc_jamesnj_en

* Add model 2023-12-31-burmese_awesome_model_phurich_en

* Add model 2023-12-31-iotnation_classification_model_0_4_smaller_cleaned_set_4k_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_cola_nglong0304_en

* Add model 2023-12-31-tweetsentiment2_en

* Add model 2023-12-31-finetuning_sentiment_model_6000_samples_nored355_en

* Add model 2023-12-31-ad_distilbert13_en

* Add model 2023-12-31-distilgender_spanish_2m_ittailup_es

* Add model 2023-12-31-lkd_3_classes_seed_51_response_only_en

* Add model 2023-12-31-political_en

* Add model 2023-12-31-imdbreviews_classification_distilbert_v02_clf_finetuning_dfelorza_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_zhukeke_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_natrajanv_en

* Add model 2023-12-31-ad_distilbert10_en

* Add model 2023-12-31-burmese_awesome_model_zhigang75_en

* Add model 2023-12-31-burmese_awesome_model_rain1017_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_sangsooim_en

* Add model 2023-12-31-left_padding30model_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_ryangryang_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_cola_jdemple_en

* Add model 2023-12-31-imdbreviews_classification_distilbert_v02_clf_finetuning_jdmartinev_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_cptsoybean_en

* Add model 2023-12-31-model_demo_pingyaol_en

* Add model 2023-12-31-distilbert_powo_lifecycle_scratch_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_clinc_ckandemir_en

* Add model 2023-12-31-dev_nodev_model_en

* Add model 2023-12-31-ad_distilbert36_en

* Add model 2023-12-31-distilbert_base_uncased_finetuned_emotion_vikramr22_en

* Add model 2023-12-31-distilbert_squad_answerable_classifier_en

* Add model 2023-12-31-ad_distilbert3_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_abhikatta_en

* Add model 2023-12-31-distilbert_base_uncased_emotion_ft_1701_en

* Add model 2023-12-31-finetuning_sentiment_model_3000_samples_benlitzen43_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_cola_anthonytedde_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_nirajbagdi_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_yamitamaya_en

* Add model 2024-01-01-distilbert_base_uncased_on_imdb002_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_abhishek1061_en

* Add model 2024-01-01-burmese_awesome_model_definite_en

* Add model 2024-01-01-burmese_awesome_model_saidur49_en

* Add model 2024-01-01-distilbert_mergeddata_with_preprocessing_grid_search_en

* Add model 2024-01-01-cyberbully_test_recall_v1_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_test_en

* Add model 2024-01-01-distilbert_base_uncased_emotions_fintuned_en

* Add model 2024-01-01-finetuning_sentiment_model_2500_samples_en

* Add model 2024-01-01-left_padding20model_en

* Add model 2024-01-01-test_model_reyj1999_en

* Add model 2024-01-01-finetuning_sentiment_model_amazonbaby5000_samples_en

* Add model 2024-01-01-action_model_en

* Add model 2024-01-01-twittersentimentv5_en

* Add model 2024-01-01-ad_distilbert27_en

* Add model 2024-01-01-test1_bryanhpchiang_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_0whany_en

* Add model 2024-01-01-results_raghavsharma06_en

* Add model 2024-01-01-burmese_awesome_model_naveengarlapati_en

* Add model 2024-01-01-burmese_awesome_model_marktaylor_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_mnli_ll029_en

* Add model 2024-01-01-sentiment_analysis_gsl22_en

* Add model 2024-01-01-model_training_waimai_log_en

* Add model 2024-01-01-distilbert_1e_64_en

* Add model 2024-01-01-imdbreviews_classification_distilbert_v04_finetuned_sst_2_english_en

* Add model 2024-01-01-emotion_model_biadd_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_kiechu_en

* Add model 2024-01-01-q9_phq_en

* Add model 2024-01-01-distilbert_model_105_class_v2_en

* Add model 2024-01-01-ad_distilbert40_en

* Add model 2024-01-01-test2_bryanhpchiang_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_faizanahmad3_en

* Add model 2024-01-01-finetuning_emotion_model_kp94_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_wheat9_en

* Add model 2024-01-01-bert_model_91_class_en

* Add model 2024-01-01-distilbert_base_uncased_on_imdb2023_09_17_16_53_54_730620_en

* Add model 2024-01-01-imdbreviews_classification_distilbert_v02_dfelorza_en

* Add model 2024-01-01-get_data_model_en

* Add model 2024-01-01-sentiment_analysis_model_01_fernando_m1_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_bunchjesse_en

* Add model 2024-01-01-iotnation_classification_model_0_5_smaller_cleaned_set_5k_en

* Add model 2024-01-01-imdbreviews_classification_distilbert_v02_laly_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_cola_bikshang_en

* Add model 2024-01-01-human_class_oriya_somthing_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_lhybio07_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_marcopc_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_adl_hw1_b10902046_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_cola_aburkard_en

* Add model 2024-01-01-distilbert_base_multilingual_cased_finetuned_emotion_dfjqwoegn_xx

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_andreac94_en

* Add model 2024-01-01-ad_distilbert1_en

* Add model 2024-01-01-left_padding0model_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_danexl_en

* Add model 2024-01-01-tweetsentiment5_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_cola_rangoiv_en

* Add model 2024-01-01-imdbreviews_classification_distilbert_v03_en

* Add model 2024-01-01-from_samoan_en

* Add model 2024-01-01-results_rorisdejuarez_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_items_ozziejoe_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_jeronimojr_en

* Add model 2024-01-01-cyberbully_test_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_sudhanshu753_en

* Add model 2024-01-01-iotnation_classification_model_0_6_5k_dataset_and_original_dataset_en

* Add model 2024-01-01-model_demo_soulbest_en

* Add model 2024-01-01-imdbreviews_classification_distilbert_v02_clf_finetuning_giovy79_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_mankit011_en

* Add model 2024-01-01-ad_distilbert44_en

* Add model 2024-01-01-demo_classification_en

* Add model 2024-01-01-sentiment_model_on_imdb_dataset_hoang123223_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_sabaakhavan_en

* Add model 2024-01-01-burmese_awesome_model_brey31_en

* Add model 2024-01-01-q1_phq_en

* Add model 2024-01-01-ad_distilbert25_en

* Add model 2024-01-01-simple_classification_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_okaditya84_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_ali26sami_en

* Add model 2024-01-01-imdbreviews_classification_distilbert_v02_clf_finetuning_jmgarzonv_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_kumarguptajit_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_cp1903md_en

* Add model 2024-01-01-sentiment_analysis_20000sample_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_bhoomikajope_en

* Add model 2024-01-01-ad_distilbert0_en

* Add model 2024-01-01-burmese_awesome_model_wen_hsuan_en

* Add model 2024-01-01-burmese_model_zary0_en

* Add model 2024-01-01-ad_distilbert18_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_makaniski_en

* Add model 2024-01-01-raytune_textclassification_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_maroshimi_en

* Add model 2024-01-01-text_classification_model_yangel88_en

* Add model 2024-01-01-distilbert_with_preprocessing_grid_search_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_slee126_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_harshu101202_en

* Add model 2024-01-01-twittersentimentv4_en

* Add model 2024-01-01-left_padding60model_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_adl_hw1_harris66_en

* Add model 2024-01-01-q3_phq_en

* Add model 2024-01-01-finetuning_sentiment_model_25000_samples_zwmc_en

* Add model 2024-01-01-finetuning_samples_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_shivam779_en

* Add model 2024-01-01-test_sentiment_analysis_en

* Add model 2024-01-01-sentiment_analysis_alexisdpc_en

* Add model 2024-01-01-finetuning_sentiment_model_40000_samples_en

* Add model 2024-01-01-manifestoproject_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_cola_ll029_en

* Add model 2024-01-01-keyword_category_classifier_300_per_cat_en

* Add model 2024-01-01-ad_distilbert42_en

* Add model 2024-01-01-rcarrata_finetuning_sentiment_model_3000_samples_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_jet2157_en

* Add model 2024-01-01-test_mrizalf7_en

* Add model 2024-01-01-sentiment_analysis_12000sample_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_tanmay_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_harshu202_en

* Add model 2024-01-01-ad_distilbert29_en

* Add model 2024-01-01-training_master_model_en

* Add model 2024-01-01-good_sentiment_model2_en

* Add model 2024-01-01-distilbert_base_uncased_emotion_ft_0416_qqqq2345_en

* Add model 2024-01-01-finetuned_classifier_en

* Add model 2024-01-01-sentiment_analysis_25000sample_en

* Add model 2024-01-01-test_toxic_comment_model_en

* Add model 2024-01-01-burmese_awesome_model_masanak_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_congcachon_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_skyhaoshen_en

* Add model 2024-01-01-tweet_sentiments_40k_nepal_bhasa_pzalavad_en

* Add model 2024-01-01-ad_distilbert28_en

* Add model 2024-01-01-burmese_awesome_model_pankaj10034_en

* Add model 2024-01-01-burmese_awesome_model_nanhuggingface_en

* Add model 2024-01-01-model_los_removing_layer_latest_bert_cmm_en

* Add model 2024-01-01-distilbert_base_uncased13_en

* Add model 2024-01-01-distilbert_emotion_deustchkinder_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_skippers_guitar_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_farah117_en

* Add model 2024-01-01-finetuning_sentiment_model_3000_samples_revash_en

* Add model 2024-01-01-burmese_awesome_model_ataylor_sweet_en

* Add model 2024-01-01-tweetsentiment4_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_junek_en

* Add model 2024-01-01-burmese_model_dradamskelton_en

* Add model 2024-01-01-finetuning_sentiment_model_5000_samples_der_emmanuel_en

* Add model 2024-01-01-distilbert_model_173_class_v1_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_alexmo2615_en

* Add model 2024-01-01-burmese_awesome_model_prashant_karwasra_en

* Add model 2024-01-01-finetuning_sentiment_model_gsl22_en

* Add model 2024-01-01-burmese_awesome_model_clstdew_en

* Add model 2024-01-01-keyword_category_classifier_400_per_cat_en

* Add model 2024-01-01-q2_phq_en

* Add model 2024-01-01-imdbreviews_classification_distilbert_v02_jmgarzonv_en

* Add model 2024-01-01-burmese_awesome_model_pierre_sylvain_en

* Add model 2024-01-01-burmese_awesome_model_brecon_en

* Add model 2024-01-01-eliminare_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_boisalai_en

* Add model 2024-01-01-ad_distilbert32_en

* Add model 2024-01-01-burmese_awesome_model_parasjain_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_items_chernandezc_en

* Add model 2024-01-01-burmese_nepal_bhasa_model_en

* Add model 2024-01-01-genre_pred_model_reduced_2_epochs_en

* Add model 2024-01-01-distilbert_base_uncased_finetuned_emotion_beezbee_en

* Add model 2024-01-01-afx_grouping_model_en

* Add model 2024-01-01-imdb_test_finetune_en

* Add model 2024-01-01-distilbert_model_173_class_v1_3_en

---------

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

* 2024-01-01-bge_small_en (#14116)

* Add model 2024-01-01-bge_small_en

* Add model 2024-01-01-bge_base_en

* Add model 2024-01-01-bge_large_en

---------

Co-authored-by: maziyarpanahi <maziyar.panahi@iscpif.fr>

---------

Co-authored-by: jsl-models <74001263+jsl-models@users.noreply.github.com>
Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>
Co-authored-by: maziyarpanahi <maziyar.panahi@iscpif.fr>

docs/_posts/ahmedlone127/2023-12-29-1030_en.md

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+---
+layout: model
+title: English 1030 DistilBertForSequenceClassification from tingchih
+author: John Snow Labs
+name: 1030
+date: 2023-12-29
+tags: [bert, en, open_source, sequence_classification, onnx]
+task: Text Classification
+language: en
+edition: Spark NLP 5.2.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertForSequenceClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertForSequenceClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`1030` is a English model originally trained by tingchih.
+
+{:.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/1030_en_5.2.2_3.0_1703893284059.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/1030_en_5.2.2_3.0_1703893284059.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+document_assembler = DocumentAssembler()\
+    .setInputCol("text")\
+    .setOutputCol("document")
+
+tokenizer = Tokenizer()\
+    .setInputCols("document")\
+    .setOutputCol("token")  
+
+sequenceClassifier = DistilBertForSequenceClassification.pretrained("1030","en")\
+            .setInputCols(["document","token"])\
+            .setOutputCol("class")
+
+pipeline = Pipeline().setStages([document_assembler, tokenizer, sequenceClassifier])
+
+data = spark.createDataFrame([["PUT YOUR STRING HERE"]]).toDF("text")
+
+result = pipeline.fit(data).transform(data)
+
+```
+```scala
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text")
+    .setOutputCol("document")
+
+val tokenizer = new Tokenizer()
+    .setInputCols("document") 
+    .setOutputCol("token")  
+
+val sequenceClassifier = DistilBertForSequenceClassification.pretrained("1030","en")
+            .setInputCols(Array("document","token"))
+            .setOutputCol("class")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, sequenceClassifier))
+
+val data = Seq("PUT YOUR STRING HERE").toDS.toDF("text")
+
+val result = pipeline.fit(data).transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|1030|
+|Compatibility:|Spark NLP 5.2.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[class]|
+|Language:|en|
+|Size:|249.5 MB|
+
+## References
+
+https://huggingface.co/tingchih/1030

docs/_posts/ahmedlone127/2023-12-29-22s_dl_sentiment_1_en.md

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+---
+layout: model
+title: English 22s_dl_sentiment_1 DistilBertForSequenceClassification from DLochmelis33
+author: John Snow Labs
+name: 22s_dl_sentiment_1
+date: 2023-12-29
+tags: [bert, en, open_source, sequence_classification, onnx]
+task: Text Classification
+language: en
+edition: Spark NLP 5.2.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertForSequenceClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertForSequenceClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`22s_dl_sentiment_1` is a English model originally trained by DLochmelis33.
+
+{:.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/22s_dl_sentiment_1_en_5.2.2_3.0_1703889238506.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/22s_dl_sentiment_1_en_5.2.2_3.0_1703889238506.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+document_assembler = DocumentAssembler()\
+    .setInputCol("text")\
+    .setOutputCol("document")
+
+tokenizer = Tokenizer()\
+    .setInputCols("document")\
+    .setOutputCol("token")  
+
+sequenceClassifier = DistilBertForSequenceClassification.pretrained("22s_dl_sentiment_1","en")\
+            .setInputCols(["document","token"])\
+            .setOutputCol("class")
+
+pipeline = Pipeline().setStages([document_assembler, tokenizer, sequenceClassifier])
+
+data = spark.createDataFrame([["PUT YOUR STRING HERE"]]).toDF("text")
+
+result = pipeline.fit(data).transform(data)
+
+```
+```scala
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text")
+    .setOutputCol("document")
+
+val tokenizer = new Tokenizer()
+    .setInputCols("document") 
+    .setOutputCol("token")  
+
+val sequenceClassifier = DistilBertForSequenceClassification.pretrained("22s_dl_sentiment_1","en")
+            .setInputCols(Array("document","token"))
+            .setOutputCol("class")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, sequenceClassifier))
+
+val data = Seq("PUT YOUR STRING HERE").toDS.toDF("text")
+
+val result = pipeline.fit(data).transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|22s_dl_sentiment_1|
+|Compatibility:|Spark NLP 5.2.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[class]|
+|Language:|en|
+|Size:|249.5 MB|
+
+## References
+
+https://huggingface.co/DLochmelis33/22s-dl-sentiment-1

docs/_posts/ahmedlone127/2023-12-29-607_demo_model_en.md

@@ -0,0 +1,97 @@
+---
+layout: model
+title: English 607_demo_model DistilBertForSequenceClassification from mgreenbe
+author: John Snow Labs
+name: 607_demo_model
+date: 2023-12-29
+tags: [bert, en, open_source, sequence_classification, onnx]
+task: Text Classification
+language: en
+edition: Spark NLP 5.2.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertForSequenceClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertForSequenceClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`607_demo_model` is a English model originally trained by mgreenbe.
+
+{:.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/607_demo_model_en_5.2.2_3.0_1703873477575.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/607_demo_model_en_5.2.2_3.0_1703873477575.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+document_assembler = DocumentAssembler()\
+    .setInputCol("text")\
+    .setOutputCol("document")
+
+tokenizer = Tokenizer()\
+    .setInputCols("document")\
+    .setOutputCol("token")  
+
+sequenceClassifier = DistilBertForSequenceClassification.pretrained("607_demo_model","en")\
+            .setInputCols(["document","token"])\
+            .setOutputCol("class")
+
+pipeline = Pipeline().setStages([document_assembler, tokenizer, sequenceClassifier])
+
+data = spark.createDataFrame([["PUT YOUR STRING HERE"]]).toDF("text")
+
+result = pipeline.fit(data).transform(data)
+
+```
+```scala
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text")
+    .setOutputCol("document")
+
+val tokenizer = new Tokenizer()
+    .setInputCols("document") 
+    .setOutputCol("token")  
+
+val sequenceClassifier = DistilBertForSequenceClassification.pretrained("607_demo_model","en")
+            .setInputCols(Array("document","token"))
+            .setOutputCol("class")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, sequenceClassifier))
+
+val data = Seq("PUT YOUR STRING HERE").toDS.toDF("text")
+
+val result = pipeline.fit(data).transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|607_demo_model|
+|Compatibility:|Spark NLP 5.2.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[class]|
+|Language:|en|
+|Size:|249.4 MB|
+
+## References
+
+https://huggingface.co/mgreenbe/607-demo-model

docs/_posts/ahmedlone127/2023-12-29-607_live_demo_yelp_polarity_en.md

@@ -0,0 +1,97 @@
+---
+layout: model
+title: English 607_live_demo_yelp_polarity DistilBertForSequenceClassification from mgreenbe
+author: John Snow Labs
+name: 607_live_demo_yelp_polarity
+date: 2023-12-29
+tags: [bert, en, open_source, sequence_classification, onnx]
+task: Text Classification
+language: en
+edition: Spark NLP 5.2.2
+spark_version: 3.0
+supported: true
+engine: onnx
+annotator: DistilBertForSequenceClassification
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+Pretrained DistilBertForSequenceClassification model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`607_live_demo_yelp_polarity` is a English model originally trained by mgreenbe.
+
+{:.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/607_live_demo_yelp_polarity_en_5.2.2_3.0_1703878692618.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/607_live_demo_yelp_polarity_en_5.2.2_3.0_1703878692618.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+document_assembler = DocumentAssembler()\
+    .setInputCol("text")\
+    .setOutputCol("document")
+
+tokenizer = Tokenizer()\
+    .setInputCols("document")\
+    .setOutputCol("token")  
+
+sequenceClassifier = DistilBertForSequenceClassification.pretrained("607_live_demo_yelp_polarity","en")\
+            .setInputCols(["document","token"])\
+            .setOutputCol("class")
+
+pipeline = Pipeline().setStages([document_assembler, tokenizer, sequenceClassifier])
+
+data = spark.createDataFrame([["PUT YOUR STRING HERE"]]).toDF("text")
+
+result = pipeline.fit(data).transform(data)
+
+```
+```scala
+
+val document_assembler = new DocumentAssembler()
+    .setInputCol("text")
+    .setOutputCol("document")
+
+val tokenizer = new Tokenizer()
+    .setInputCols("document") 
+    .setOutputCol("token")  
+
+val sequenceClassifier = DistilBertForSequenceClassification.pretrained("607_live_demo_yelp_polarity","en")
+            .setInputCols(Array("document","token"))
+            .setOutputCol("class")
+
+val pipeline = new Pipeline().setStages(Array(documentAssembler, tokenizer, sequenceClassifier))
+
+val data = Seq("PUT YOUR STRING HERE").toDS.toDF("text")
+
+val result = pipeline.fit(data).transform(data)
+
+
+```
+</div>
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|607_live_demo_yelp_polarity|
+|Compatibility:|Spark NLP 5.2.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Input Labels:|[documents, token]|
+|Output Labels:|[class]|
+|Language:|en|
+|Size:|249.5 MB|
+
+## References
+
+https://huggingface.co/mgreenbe/607-live-demo-yelp-polarity