├── .DS_Store ├── GrootL ├── .DS_Store ├── 3rdparty │ ├── .DS_Store │ └── lm-evaluation-harness │ │ ├── .DS_Store │ │ ├── .coveragerc │ │ ├── .flake8 │ │ ├── .github │ │ └── workflows │ │ │ ├── new_tasks.yml │ │ │ └── unit_tests.yml │ │ ├── .gitignore │ │ ├── .pre-commit-config.yaml │ │ ├── CITATION.bib │ │ ├── CODEOWNERS │ │ ├── LICENSE.md │ │ ├── README.md │ │ ├── docs │ │ ├── README.md │ │ ├── decontamination.md │ │ ├── img │ │ │ └── fewshot_example_gpt3.png │ │ ├── interface.md │ │ ├── model_guide.md │ │ ├── new_task_guide.md │ │ └── task_guide.md │ │ ├── examples │ │ ├── README.md │ │ └── chain_of_thought │ │ │ └── README.md │ │ ├── ignore.txt │ │ ├── lm_eval │ │ ├── __init__.py │ │ ├── __main__.py │ │ ├── api │ │ │ ├── __init__.py │ │ │ ├── filter.py │ │ │ ├── instance.py │ │ │ ├── metrics.py │ │ │ ├── model.py │ │ │ ├── registry.py │ │ │ ├── samplers.py │ │ │ └── task.py │ │ ├── decontamination │ │ │ ├── __init__.py │ │ │ ├── archiver.py │ │ │ ├── decontaminate.py │ │ │ └── janitor.py │ │ ├── evaluator.py │ │ ├── filters │ │ │ ├── __init__.py │ │ │ ├── decontamination.py │ │ │ ├── extraction.py │ │ │ ├── selection.py │ │ │ └── transformation.py │ │ ├── logger.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── anthropic_llms.py │ │ │ ├── dummy.py │ │ │ ├── huggingface.py │ │ │ ├── openai_completions.py │ │ │ └── textsynth.py │ │ ├── prompts │ │ │ └── __init__.py │ │ ├── tasks │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── anli │ │ │ │ ├── README.md │ │ │ │ ├── anli_r1.yaml │ │ │ │ ├── anli_r2.yaml │ │ │ │ └── anli_r3.yaml │ │ │ ├── arc │ │ │ │ ├── README.md │ │ │ │ ├── arc_challenge.yaml │ │ │ │ └── arc_easy.yaml │ │ │ ├── arithmetic │ │ │ │ ├── README.md │ │ │ │ ├── arithmetic_1dc.yaml │ │ │ │ ├── arithmetic_2da.yaml │ │ │ │ ├── arithmetic_2dm.yaml │ │ │ │ ├── arithmetic_2ds.yaml │ │ │ │ ├── arithmetic_3da.yaml │ │ │ │ ├── arithmetic_3ds.yaml │ │ │ │ ├── arithmetic_4da.yaml │ │ │ │ ├── arithmetic_4ds.yaml │ │ │ │ ├── arithmetic_5da.yaml │ │ │ │ └── arithmetic_5ds.yaml │ │ │ ├── asdiv │ │ │ │ ├── README.md │ │ │ │ └── default.yaml │ │ │ ├── babi │ │ │ │ ├── README.md │ │ │ │ └── babi.yaml │ │ │ ├── bbh │ │ │ │ ├── README.md │ │ │ │ ├── _generate_configs.py │ │ │ │ ├── flan_cot_fewshot │ │ │ │ │ ├── _flan_cot_fewshot_template_yaml │ │ │ │ │ ├── boolean_expressions.yaml │ │ │ │ │ ├── causal_judgement.yaml │ │ │ │ │ ├── date_understanding.yaml │ │ │ │ │ ├── disambiguation_qa.yaml │ │ │ │ │ ├── dyck_languages.yaml │ │ │ │ │ ├── formal_fallacies.yaml │ │ │ │ │ ├── geometric_shapes.yaml │ │ │ │ │ ├── hyperbaton.yaml │ │ │ │ │ ├── logical_deduction_five_objects.yaml │ │ │ │ │ ├── logical_deduction_seven_objects.yaml │ │ │ │ │ ├── logical_deduction_three_objects.yaml │ │ │ │ │ ├── movie_recommendation.yaml │ │ │ │ │ ├── multistep_arithmetic_two.yaml │ │ │ │ │ ├── navigate.yaml │ │ │ │ │ ├── object_counting.yaml │ │ │ │ │ ├── penguins_in_a_table.yaml │ │ │ │ │ ├── reasoning_about_colored_objects.yaml │ │ │ │ │ ├── ruin_names.yaml │ │ │ │ │ ├── salient_translation_error_detection.yaml │ │ │ │ │ ├── snarks.yaml │ │ │ │ │ ├── sports_understanding.yaml │ │ │ │ │ ├── temporal_sequences.yaml │ │ │ │ │ ├── tracking_shuffled_objects_five_objects.yaml │ │ │ │ │ ├── tracking_shuffled_objects_seven_objects.yaml │ │ │ │ │ ├── tracking_shuffled_objects_three_objects.yaml │ │ │ │ │ ├── web_of_lies.yaml │ │ │ │ │ └── word_sorting.yaml │ │ │ │ ├── flan_cot_zeroshot │ │ │ │ │ ├── _flan_cot_zeroshot_template_yaml │ │ │ │ │ ├── boolean_expressions.yaml │ │ │ │ │ ├── causal_judgement.yaml │ │ │ │ │ ├── date_understanding.yaml │ │ │ │ │ ├── disambiguation_qa.yaml │ │ │ │ │ ├── dyck_languages.yaml │ │ │ │ │ ├── formal_fallacies.yaml │ │ │ │ │ ├── geometric_shapes.yaml │ │ │ │ │ ├── hyperbaton.yaml │ │ │ │ │ ├── logical_deduction_five_objects.yaml │ │ │ │ │ ├── logical_deduction_seven_objects.yaml │ │ │ │ │ ├── logical_deduction_three_objects.yaml │ │ │ │ │ ├── movie_recommendation.yaml │ │ │ │ │ ├── multistep_arithmetic_two.yaml │ │ │ │ │ ├── navigate.yaml │ │ │ │ │ ├── object_counting.yaml │ │ │ │ │ ├── penguins_in_a_table.yaml │ │ │ │ │ ├── reasoning_about_colored_objects.yaml │ │ │ │ │ ├── ruin_names.yaml │ │ │ │ │ ├── salient_translation_error_detection.yaml │ │ │ │ │ ├── snarks.yaml │ │ │ │ │ ├── sports_understanding.yaml │ │ │ │ │ ├── temporal_sequences.yaml │ │ │ │ │ ├── tracking_shuffled_objects_five_objects.yaml │ │ │ │ │ ├── tracking_shuffled_objects_seven_objects.yaml │ │ │ │ │ ├── tracking_shuffled_objects_three_objects.yaml │ │ │ │ │ ├── web_of_lies.yaml │ │ │ │ │ └── word_sorting.yaml │ │ │ │ ├── flan_fewshot │ │ │ │ │ ├── _flan_fewshot_template_yaml │ │ │ │ │ ├── boolean_expressions.yaml │ │ │ │ │ ├── causal_judgement.yaml │ │ │ │ │ ├── date_understanding.yaml │ │ │ │ │ ├── disambiguation_qa.yaml │ │ │ │ │ ├── dyck_languages.yaml │ │ │ │ │ ├── formal_fallacies.yaml │ │ │ │ │ ├── geometric_shapes.yaml │ │ │ │ │ ├── hyperbaton.yaml │ │ │ │ │ ├── logical_deduction_five_objects.yaml │ │ │ │ │ ├── logical_deduction_seven_objects.yaml │ │ │ │ │ ├── logical_deduction_three_objects.yaml │ │ │ │ │ ├── movie_recommendation.yaml │ │ │ │ │ ├── multistep_arithmetic_two.yaml │ │ │ │ │ ├── navigate.yaml │ │ │ │ │ ├── object_counting.yaml │ │ │ │ │ ├── penguins_in_a_table.yaml │ │ │ │ │ ├── reasoning_about_colored_objects.yaml │ │ │ │ │ ├── ruin_names.yaml │ │ │ │ │ ├── salient_translation_error_detection.yaml │ │ │ │ │ ├── snarks.yaml │ │ │ │ │ ├── sports_understanding.yaml │ │ │ │ │ ├── temporal_sequences.yaml │ │ │ │ │ ├── tracking_shuffled_objects_five_objects.yaml │ │ │ │ │ ├── tracking_shuffled_objects_seven_objects.yaml │ │ │ │ │ ├── tracking_shuffled_objects_three_objects.yaml │ │ │ │ │ ├── web_of_lies.yaml │ │ │ │ │ └── word_sorting.yaml │ │ │ │ └── flan_zeroshot │ │ │ │ │ ├── _flan_zeroshot_template_yaml │ │ │ │ │ ├── boolean_expressions.yaml │ │ │ │ │ ├── causal_judgement.yaml │ │ │ │ │ ├── date_understanding.yaml │ │ │ │ │ ├── disambiguation_qa.yaml │ │ │ │ │ ├── dyck_languages.yaml │ │ │ │ │ ├── formal_fallacies.yaml │ │ │ │ │ ├── geometric_shapes.yaml │ │ │ │ │ ├── hyperbaton.yaml │ │ │ │ │ ├── logical_deduction_five_objects.yaml │ │ │ │ │ ├── logical_deduction_seven_objects.yaml │ │ │ │ │ ├── logical_deduction_three_objects.yaml │ │ │ │ │ ├── movie_recommendation.yaml │ │ │ │ │ ├── multistep_arithmetic_two.yaml │ │ │ │ │ ├── navigate.yaml │ │ │ │ │ ├── object_counting.yaml │ │ │ │ │ ├── penguins_in_a_table.yaml │ │ │ │ │ ├── reasoning_about_colored_objects.yaml │ │ │ │ │ ├── ruin_names.yaml │ │ │ │ │ ├── salient_translation_error_detection.yaml │ │ │ │ │ ├── snarks.yaml │ │ │ │ │ ├── sports_understanding.yaml │ │ │ │ │ ├── temporal_sequences.yaml │ │ │ │ │ ├── tracking_shuffled_objects_five_objects.yaml │ │ │ │ │ ├── tracking_shuffled_objects_seven_objects.yaml │ │ │ │ │ ├── tracking_shuffled_objects_three_objects.yaml │ │ │ │ │ ├── web_of_lies.yaml │ │ │ │ │ └── word_sorting.yaml │ │ │ ├── belebele │ │ │ │ ├── README.md │ │ │ │ ├── _default_template_yaml │ │ │ │ ├── _generate_configs.py │ │ │ │ ├── belebele_acm_Arab.yaml │ │ │ │ ├── belebele_afr_Latn.yaml │ │ │ │ ├── belebele_als_Latn.yaml │ │ │ │ ├── belebele_amh_Ethi.yaml │ │ │ │ ├── belebele_apc_Arab.yaml │ │ │ │ ├── belebele_arb_Arab.yaml │ │ │ │ ├── belebele_arb_Latn.yaml │ │ │ │ ├── belebele_ars_Arab.yaml │ │ │ │ ├── belebele_ary_Arab.yaml │ │ │ │ ├── belebele_arz_Arab.yaml │ │ │ │ ├── belebele_asm_Beng.yaml │ │ │ │ ├── belebele_azj_Latn.yaml │ │ │ │ ├── belebele_bam_Latn.yaml │ │ │ │ ├── belebele_ben_Beng.yaml │ │ │ │ ├── belebele_ben_Latn.yaml │ │ │ │ ├── belebele_bod_Tibt.yaml │ │ │ │ ├── belebele_bul_Cyrl.yaml │ │ │ │ ├── belebele_cat_Latn.yaml │ │ │ │ ├── belebele_ceb_Latn.yaml │ │ │ │ ├── belebele_ces_Latn.yaml │ │ │ │ ├── belebele_ckb_Arab.yaml │ │ │ │ ├── belebele_dan_Latn.yaml │ │ │ │ ├── belebele_deu_Latn.yaml │ │ │ │ ├── belebele_ell_Grek.yaml │ │ │ │ ├── belebele_eng_Latn.yaml │ │ │ │ ├── belebele_est_Latn.yaml │ │ │ │ ├── belebele_eus_Latn.yaml │ │ │ │ ├── belebele_fin_Latn.yaml │ │ │ │ ├── belebele_fra_Latn.yaml │ │ │ │ ├── belebele_fuv_Latn.yaml │ │ │ │ ├── belebele_gaz_Latn.yaml │ │ │ │ ├── belebele_grn_Latn.yaml │ │ │ │ ├── belebele_guj_Gujr.yaml │ │ │ │ ├── belebele_hat_Latn.yaml │ │ │ │ ├── belebele_hau_Latn.yaml │ │ │ │ ├── belebele_heb_Hebr.yaml │ │ │ │ ├── belebele_hin_Deva.yaml │ │ │ │ ├── belebele_hin_Latn.yaml │ │ │ │ ├── belebele_hrv_Latn.yaml │ │ │ │ ├── belebele_hun_Latn.yaml │ │ │ │ ├── belebele_hye_Armn.yaml │ │ │ │ ├── belebele_ibo_Latn.yaml │ │ │ │ ├── belebele_ilo_Latn.yaml │ │ │ │ ├── belebele_ind_Latn.yaml │ │ │ │ ├── belebele_isl_Latn.yaml │ │ │ │ ├── belebele_ita_Latn.yaml │ │ │ │ ├── belebele_jav_Latn.yaml │ │ │ │ ├── belebele_jpn_Jpan.yaml │ │ │ │ ├── belebele_kac_Latn.yaml │ │ │ │ ├── belebele_kan_Knda.yaml │ │ │ │ ├── belebele_kat_Geor.yaml │ │ │ │ ├── belebele_kaz_Cyrl.yaml │ │ │ │ ├── belebele_kea_Latn.yaml │ │ │ │ ├── belebele_khk_Cyrl.yaml │ │ │ │ ├── belebele_khm_Khmr.yaml │ │ │ │ ├── belebele_kin_Latn.yaml │ │ │ │ ├── belebele_kir_Cyrl.yaml │ │ │ │ ├── belebele_kor_Hang.yaml │ │ │ │ ├── belebele_lao_Laoo.yaml │ │ │ │ ├── belebele_lin_Latn.yaml │ │ │ │ ├── belebele_lit_Latn.yaml │ │ │ │ ├── belebele_lug_Latn.yaml │ │ │ │ ├── belebele_luo_Latn.yaml │ │ │ │ ├── belebele_lvs_Latn.yaml │ │ │ │ ├── belebele_mal_Mlym.yaml │ │ │ │ ├── belebele_mar_Deva.yaml │ │ │ │ ├── belebele_mkd_Cyrl.yaml │ │ │ │ ├── belebele_mlt_Latn.yaml │ │ │ │ ├── belebele_mri_Latn.yaml │ │ │ │ ├── belebele_mya_Mymr.yaml │ │ │ │ ├── belebele_nld_Latn.yaml │ │ │ │ ├── belebele_nob_Latn.yaml │ │ │ │ ├── belebele_npi_Deva.yaml │ │ │ │ ├── belebele_npi_Latn.yaml │ │ │ │ ├── belebele_nso_Latn.yaml │ │ │ │ ├── belebele_nya_Latn.yaml │ │ │ │ ├── belebele_ory_Orya.yaml │ │ │ │ ├── belebele_pan_Guru.yaml │ │ │ │ ├── belebele_pbt_Arab.yaml │ │ │ │ ├── belebele_pes_Arab.yaml │ │ │ │ ├── belebele_plt_Latn.yaml │ │ │ │ ├── belebele_pol_Latn.yaml │ │ │ │ ├── belebele_por_Latn.yaml │ │ │ │ ├── belebele_ron_Latn.yaml │ │ │ │ ├── belebele_rus_Cyrl.yaml │ │ │ │ ├── belebele_shn_Mymr.yaml │ │ │ │ ├── belebele_sin_Latn.yaml │ │ │ │ ├── belebele_sin_Sinh.yaml │ │ │ │ ├── belebele_slk_Latn.yaml │ │ │ │ ├── belebele_slv_Latn.yaml │ │ │ │ ├── belebele_sna_Latn.yaml │ │ │ │ ├── belebele_snd_Arab.yaml │ │ │ │ ├── belebele_som_Latn.yaml │ │ │ │ ├── belebele_sot_Latn.yaml │ │ │ │ ├── belebele_spa_Latn.yaml │ │ │ │ ├── belebele_srp_Cyrl.yaml │ │ │ │ ├── belebele_ssw_Latn.yaml │ │ │ │ ├── belebele_sun_Latn.yaml │ │ │ │ ├── belebele_swe_Latn.yaml │ │ │ │ ├── belebele_swh_Latn.yaml │ │ │ │ ├── belebele_tam_Taml.yaml │ │ │ │ ├── belebele_tel_Telu.yaml │ │ │ │ ├── belebele_tgk_Cyrl.yaml │ │ │ │ ├── belebele_tgl_Latn.yaml │ │ │ │ ├── belebele_tha_Thai.yaml │ │ │ │ ├── belebele_tir_Ethi.yaml │ │ │ │ ├── belebele_tsn_Latn.yaml │ │ │ │ ├── belebele_tso_Latn.yaml │ │ │ │ ├── belebele_tur_Latn.yaml │ │ │ │ ├── belebele_ukr_Cyrl.yaml │ │ │ │ ├── belebele_urd_Arab.yaml │ │ │ │ ├── belebele_urd_Latn.yaml │ │ │ │ ├── belebele_uzn_Latn.yaml │ │ │ │ ├── belebele_vie_Latn.yaml │ │ │ │ ├── belebele_war_Latn.yaml │ │ │ │ ├── belebele_wol_Latn.yaml │ │ │ │ ├── belebele_xho_Latn.yaml │ │ │ │ ├── belebele_yor_Latn.yaml │ │ │ │ ├── belebele_zho_Hans.yaml │ │ │ │ ├── belebele_zho_Hant.yaml │ │ │ │ ├── belebele_zsm_Latn.yaml │ │ │ │ └── belebele_zul_Latn.yaml │ │ │ ├── benchmarks │ │ │ │ ├── flan │ │ │ │ │ ├── flan_anli.yaml │ │ │ │ │ ├── flan_arc.yaml │ │ │ │ │ ├── flan_boolq.yaml │ │ │ │ │ ├── flan_cot.yaml │ │ │ │ │ ├── flan_held_in.yaml │ │ │ │ │ ├── flan_held_in_yaml │ │ │ │ │ ├── flan_held_out.yaml │ │ │ │ │ ├── flan_rte.yaml │ │ │ │ │ ├── prompt_templates │ │ │ │ │ │ ├── anli.yaml │ │ │ │ │ │ ├── arc.yaml │ │ │ │ │ │ ├── boolq.yaml │ │ │ │ │ │ └── rte.yaml │ │ │ │ │ └── yaml_templates │ │ │ │ │ │ ├── cot_template_yaml │ │ │ │ │ │ └── held_in_template_yaml │ │ │ │ ├── minerva_math.yaml │ │ │ │ ├── pythia.yaml │ │ │ │ └── t0_eval.yaml │ │ │ ├── bigbench │ │ │ │ ├── README.md │ │ │ │ ├── generate_tasks.py │ │ │ │ ├── generate_until │ │ │ │ │ ├── abstract_narrative_understanding.yaml │ │ │ │ │ ├── anachronisms.yaml │ │ │ │ │ ├── analogical_similarity.yaml │ │ │ │ │ ├── analytic_entailment.yaml │ │ │ │ │ ├── arithmetic.yaml │ │ │ │ │ ├── ascii_word_recognition.yaml │ │ │ │ │ ├── authorship_verification.yaml │ │ │ │ │ ├── auto_categorization.yaml │ │ │ │ │ ├── auto_debugging.yaml │ │ │ │ │ ├── bbq_lite_json.yaml │ │ │ │ │ ├── bridging_anaphora_resolution_barqa.yaml │ │ │ │ │ ├── causal_judgment.yaml │ │ │ │ │ ├── cause_and_effect.yaml │ │ │ │ │ ├── checkmate_in_one.yaml │ │ │ │ │ ├── chess_state_tracking.yaml │ │ │ │ │ ├── chinese_remainder_theorem.yaml │ │ │ │ │ ├── cifar10_classification.yaml │ │ │ │ │ ├── code_line_description.yaml │ │ │ │ │ ├── codenames.yaml │ │ │ │ │ ├── color.yaml │ │ │ │ │ ├── common_morpheme.yaml │ │ │ │ │ ├── conceptual_combinations.yaml │ │ │ │ │ ├── conlang_translation.yaml │ │ │ │ │ ├── contextual_parametric_knowledge_conflicts.yaml │ │ │ │ │ ├── crash_blossom.yaml │ │ │ │ │ ├── crass_ai.yaml │ │ │ │ │ ├── cryobiology_spanish.yaml │ │ │ │ │ ├── cryptonite.yaml │ │ │ │ │ ├── cs_algorithms.yaml │ │ │ │ │ ├── dark_humor_detection.yaml │ │ │ │ │ ├── date_understanding.yaml │ │ │ │ │ ├── disambiguation_qa.yaml │ │ │ │ │ ├── discourse_marker_prediction.yaml │ │ │ │ │ ├── disfl_qa.yaml │ │ │ │ │ ├── dyck_languages.yaml │ │ │ │ │ ├── elementary_math_qa.yaml │ │ │ │ │ ├── emoji_movie.yaml │ │ │ │ │ ├── emojis_emotion_prediction.yaml │ │ │ │ │ ├── empirical_judgments.yaml │ │ │ │ │ ├── english_proverbs.yaml │ │ │ │ │ ├── english_russian_proverbs.yaml │ │ │ │ │ ├── entailed_polarity.yaml │ │ │ │ │ ├── entailed_polarity_hindi.yaml │ │ │ │ │ ├── epistemic_reasoning.yaml │ │ │ │ │ ├── evaluating_information_essentiality.yaml │ │ │ │ │ ├── fact_checker.yaml │ │ │ │ │ ├── fantasy_reasoning.yaml │ │ │ │ │ ├── few_shot_nlg.yaml │ │ │ │ │ ├── figure_of_speech_detection.yaml │ │ │ │ │ ├── formal_fallacies_syllogisms_negation.yaml │ │ │ │ │ ├── gem.yaml │ │ │ │ │ ├── gender_inclusive_sentences_german.yaml │ │ │ │ │ ├── general_knowledge.yaml │ │ │ │ │ ├── geometric_shapes.yaml │ │ │ │ │ ├── goal_step_wikihow.yaml │ │ │ │ │ ├── gre_reading_comprehension.yaml │ │ │ │ │ ├── hhh_alignment.yaml │ │ │ │ │ ├── hindi_question_answering.yaml │ │ │ │ │ ├── hindu_knowledge.yaml │ │ │ │ │ ├── hinglish_toxicity.yaml │ │ │ │ │ ├── human_organs_senses.yaml │ │ │ │ │ ├── hyperbaton.yaml │ │ │ │ │ ├── identify_math_theorems.yaml │ │ │ │ │ ├── identify_odd_metaphor.yaml │ │ │ │ │ ├── implicatures.yaml │ │ │ │ │ ├── implicit_relations.yaml │ │ │ │ │ ├── intent_recognition.yaml │ │ │ │ │ ├── international_phonetic_alphabet_nli.yaml │ │ │ │ │ ├── international_phonetic_alphabet_transliterate.yaml │ │ │ │ │ ├── intersect_geometry.yaml │ │ │ │ │ ├── irony_identification.yaml │ │ │ │ │ ├── kanji_ascii.yaml │ │ │ │ │ ├── kannada.yaml │ │ │ │ │ ├── key_value_maps.yaml │ │ │ │ │ ├── known_unknowns.yaml │ │ │ │ │ ├── language_games.yaml │ │ │ │ │ ├── language_identification.yaml │ │ │ │ │ ├── linguistic_mappings.yaml │ │ │ │ │ ├── linguistics_puzzles.yaml │ │ │ │ │ ├── list_functions.yaml │ │ │ │ │ ├── logic_grid_puzzle.yaml │ │ │ │ │ ├── logical_args.yaml │ │ │ │ │ ├── logical_deduction.yaml │ │ │ │ │ ├── logical_fallacy_detection.yaml │ │ │ │ │ ├── logical_sequence.yaml │ │ │ │ │ ├── mathematical_induction.yaml │ │ │ │ │ ├── matrixshapes.yaml │ │ │ │ │ ├── metaphor_boolean.yaml │ │ │ │ │ ├── metaphor_understanding.yaml │ │ │ │ │ ├── minute_mysteries_qa.yaml │ │ │ │ │ ├── misconceptions.yaml │ │ │ │ │ ├── misconceptions_russian.yaml │ │ │ │ │ ├── mnist_ascii.yaml │ │ │ │ │ ├── modified_arithmetic.yaml │ │ │ │ │ ├── moral_permissibility.yaml │ │ │ │ │ ├── movie_dialog_same_or_different.yaml │ │ │ │ │ ├── movie_recommendation.yaml │ │ │ │ │ ├── mult_data_wrangling.yaml │ │ │ │ │ ├── multiemo.yaml │ │ │ │ │ ├── natural_instructions.yaml │ │ │ │ │ ├── navigate.yaml │ │ │ │ │ ├── nonsense_words_grammar.yaml │ │ │ │ │ ├── novel_concepts.yaml │ │ │ │ │ ├── object_counting.yaml │ │ │ │ │ ├── odd_one_out.yaml │ │ │ │ │ ├── operators.yaml │ │ │ │ │ ├── paragraph_segmentation.yaml │ │ │ │ │ ├── parsinlu_qa.yaml │ │ │ │ │ ├── parsinlu_reading_comprehension.yaml │ │ │ │ │ ├── penguins_in_a_table.yaml │ │ │ │ │ ├── periodic_elements.yaml │ │ │ │ │ ├── persian_idioms.yaml │ │ │ │ │ ├── phrase_relatedness.yaml │ │ │ │ │ ├── physical_intuition.yaml │ │ │ │ │ ├── physics.yaml │ │ │ │ │ ├── physics_questions.yaml │ │ │ │ │ ├── play_dialog_same_or_different.yaml │ │ │ │ │ ├── polish_sequence_labeling.yaml │ │ │ │ │ ├── presuppositions_as_nli.yaml │ │ │ │ │ ├── qa_wikidata.yaml │ │ │ │ │ ├── question_selection.yaml │ │ │ │ │ ├── real_or_fake_text.yaml │ │ │ │ │ ├── reasoning_about_colored_objects.yaml │ │ │ │ │ ├── repeat_copy_logic.yaml │ │ │ │ │ ├── rephrase.yaml │ │ │ │ │ ├── riddle_sense.yaml │ │ │ │ │ ├── ruin_names.yaml │ │ │ │ │ ├── salient_translation_error_detection.yaml │ │ │ │ │ ├── scientific_press_release.yaml │ │ │ │ │ ├── semantic_parsing_in_context_sparc.yaml │ │ │ │ │ ├── semantic_parsing_spider.yaml │ │ │ │ │ ├── sentence_ambiguity.yaml │ │ │ │ │ ├── similarities_abstraction.yaml │ │ │ │ │ ├── simp_turing_concept.yaml │ │ │ │ │ ├── simple_arithmetic_json.yaml │ │ │ │ │ ├── simple_arithmetic_json_multiple_choice.yaml │ │ │ │ │ ├── simple_arithmetic_json_subtasks.yaml │ │ │ │ │ ├── simple_arithmetic_multiple_targets_json.yaml │ │ │ │ │ ├── simple_ethical_questions.yaml │ │ │ │ │ ├── simple_text_editing.yaml │ │ │ │ │ ├── snarks.yaml │ │ │ │ │ ├── social_iqa.yaml │ │ │ │ │ ├── social_support.yaml │ │ │ │ │ ├── sports_understanding.yaml │ │ │ │ │ ├── strange_stories.yaml │ │ │ │ │ ├── strategyqa.yaml │ │ │ │ │ ├── sufficient_information.yaml │ │ │ │ │ ├── suicide_risk.yaml │ │ │ │ │ ├── swahili_english_proverbs.yaml │ │ │ │ │ ├── swedish_to_german_proverbs.yaml │ │ │ │ │ ├── symbol_interpretation.yaml │ │ │ │ │ ├── temporal_sequences.yaml │ │ │ │ │ ├── tense.yaml │ │ │ │ │ ├── timedial.yaml │ │ │ │ │ ├── topical_chat.yaml │ │ │ │ │ ├── tracking_shuffled_objects.yaml │ │ │ │ │ ├── understanding_fables.yaml │ │ │ │ │ ├── undo_permutation.yaml │ │ │ │ │ ├── unit_conversion.yaml │ │ │ │ │ ├── unit_interpretation.yaml │ │ │ │ │ ├── unnatural_in_context_learning.yaml │ │ │ │ │ ├── vitaminc_fact_verification.yaml │ │ │ │ │ ├── what_is_the_tao.yaml │ │ │ │ │ ├── which_wiki_edit.yaml │ │ │ │ │ ├── winowhy.yaml │ │ │ │ │ ├── word_sorting.yaml │ │ │ │ │ └── word_unscrambling.yaml │ │ │ │ ├── generate_until_template_yaml │ │ │ │ ├── multiple_choice │ │ │ │ │ ├── abstract_narrative_understanding.yaml │ │ │ │ │ ├── anachronisms.yaml │ │ │ │ │ ├── analogical_similarity.yaml │ │ │ │ │ ├── analytic_entailment.yaml │ │ │ │ │ ├── arithmetic.yaml │ │ │ │ │ ├── ascii_word_recognition.yaml │ │ │ │ │ ├── authorship_verification.yaml │ │ │ │ │ ├── auto_categorization.yaml │ │ │ │ │ ├── auto_debugging.yaml │ │ │ │ │ ├── bbq_lite_json.yaml │ │ │ │ │ ├── bridging_anaphora_resolution_barqa.yaml │ │ │ │ │ ├── causal_judgment.yaml │ │ │ │ │ ├── cause_and_effect.yaml │ │ │ │ │ ├── checkmate_in_one.yaml │ │ │ │ │ ├── chess_state_tracking.yaml │ │ │ │ │ ├── chinese_remainder_theorem.yaml │ │ │ │ │ ├── cifar10_classification.yaml │ │ │ │ │ ├── code_line_description.yaml │ │ │ │ │ ├── codenames.yaml │ │ │ │ │ ├── color.yaml │ │ │ │ │ ├── common_morpheme.yaml │ │ │ │ │ ├── conceptual_combinations.yaml │ │ │ │ │ ├── conlang_translation.yaml │ │ │ │ │ ├── contextual_parametric_knowledge_conflicts.yaml │ │ │ │ │ ├── crash_blossom.yaml │ │ │ │ │ ├── crass_ai.yaml │ │ │ │ │ ├── cryobiology_spanish.yaml │ │ │ │ │ ├── cryptonite.yaml │ │ │ │ │ ├── cs_algorithms.yaml │ │ │ │ │ ├── dark_humor_detection.yaml │ │ │ │ │ ├── date_understanding.yaml │ │ │ │ │ ├── disambiguation_qa.yaml │ │ │ │ │ ├── discourse_marker_prediction.yaml │ │ │ │ │ ├── disfl_qa.yaml │ │ │ │ │ ├── dyck_languages.yaml │ │ │ │ │ ├── elementary_math_qa.yaml │ │ │ │ │ ├── emoji_movie.yaml │ │ │ │ │ ├── emojis_emotion_prediction.yaml │ │ │ │ │ ├── empirical_judgments.yaml │ │ │ │ │ ├── english_proverbs.yaml │ │ │ │ │ ├── english_russian_proverbs.yaml │ │ │ │ │ ├── entailed_polarity.yaml │ │ │ │ │ ├── entailed_polarity_hindi.yaml │ │ │ │ │ ├── epistemic_reasoning.yaml │ │ │ │ │ ├── evaluating_information_essentiality.yaml │ │ │ │ │ ├── fact_checker.yaml │ │ │ │ │ ├── fantasy_reasoning.yaml │ │ │ │ │ ├── few_shot_nlg.yaml │ │ │ │ │ ├── figure_of_speech_detection.yaml │ │ │ │ │ ├── formal_fallacies_syllogisms_negation.yaml │ │ │ │ │ ├── gem.yaml │ │ │ │ │ ├── gender_inclusive_sentences_german.yaml │ │ │ │ │ ├── general_knowledge.yaml │ │ │ │ │ ├── geometric_shapes.yaml │ │ │ │ │ ├── goal_step_wikihow.yaml │ │ │ │ │ ├── gre_reading_comprehension.yaml │ │ │ │ │ ├── hhh_alignment.yaml │ │ │ │ │ ├── hindi_question_answering.yaml │ │ │ │ │ ├── hindu_knowledge.yaml │ │ │ │ │ ├── hinglish_toxicity.yaml │ │ │ │ │ ├── human_organs_senses.yaml │ │ │ │ │ ├── hyperbaton.yaml │ │ │ │ │ ├── identify_math_theorems.yaml │ │ │ │ │ ├── identify_odd_metaphor.yaml │ │ │ │ │ ├── implicatures.yaml │ │ │ │ │ ├── implicit_relations.yaml │ │ │ │ │ ├── intent_recognition.yaml │ │ │ │ │ ├── international_phonetic_alphabet_nli.yaml │ │ │ │ │ ├── international_phonetic_alphabet_transliterate.yaml │ │ │ │ │ ├── intersect_geometry.yaml │ │ │ │ │ ├── irony_identification.yaml │ │ │ │ │ ├── kanji_ascii.yaml │ │ │ │ │ ├── kannada.yaml │ │ │ │ │ ├── key_value_maps.yaml │ │ │ │ │ ├── known_unknowns.yaml │ │ │ │ │ ├── language_games.yaml │ │ │ │ │ ├── language_identification.yaml │ │ │ │ │ ├── linguistic_mappings.yaml │ │ │ │ │ ├── linguistics_puzzles.yaml │ │ │ │ │ ├── list_functions.yaml │ │ │ │ │ ├── logic_grid_puzzle.yaml │ │ │ │ │ ├── logical_args.yaml │ │ │ │ │ ├── logical_deduction.yaml │ │ │ │ │ ├── logical_fallacy_detection.yaml │ │ │ │ │ ├── logical_sequence.yaml │ │ │ │ │ ├── mathematical_induction.yaml │ │ │ │ │ ├── matrixshapes.yaml │ │ │ │ │ ├── metaphor_boolean.yaml │ │ │ │ │ ├── metaphor_understanding.yaml │ │ │ │ │ ├── minute_mysteries_qa.yaml │ │ │ │ │ ├── misconceptions.yaml │ │ │ │ │ ├── misconceptions_russian.yaml │ │ │ │ │ ├── mnist_ascii.yaml │ │ │ │ │ ├── modified_arithmetic.yaml │ │ │ │ │ ├── moral_permissibility.yaml │ │ │ │ │ ├── movie_dialog_same_or_different.yaml │ │ │ │ │ ├── movie_recommendation.yaml │ │ │ │ │ ├── mult_data_wrangling.yaml │ │ │ │ │ ├── multiemo.yaml │ │ │ │ │ ├── natural_instructions.yaml │ │ │ │ │ ├── navigate.yaml │ │ │ │ │ ├── nonsense_words_grammar.yaml │ │ │ │ │ ├── novel_concepts.yaml │ │ │ │ │ ├── object_counting.yaml │ │ │ │ │ ├── odd_one_out.yaml │ │ │ │ │ ├── operators.yaml │ │ │ │ │ ├── paragraph_segmentation.yaml │ │ │ │ │ ├── parsinlu_qa.yaml │ │ │ │ │ ├── parsinlu_reading_comprehension.yaml │ │ │ │ │ ├── penguins_in_a_table.yaml │ │ │ │ │ ├── periodic_elements.yaml │ │ │ │ │ ├── persian_idioms.yaml │ │ │ │ │ ├── phrase_relatedness.yaml │ │ │ │ │ ├── physical_intuition.yaml │ │ │ │ │ ├── physics.yaml │ │ │ │ │ ├── physics_questions.yaml │ │ │ │ │ ├── play_dialog_same_or_different.yaml │ │ │ │ │ ├── polish_sequence_labeling.yaml │ │ │ │ │ ├── presuppositions_as_nli.yaml │ │ │ │ │ ├── qa_wikidata.yaml │ │ │ │ │ ├── question_selection.yaml │ │ │ │ │ ├── real_or_fake_text.yaml │ │ │ │ │ ├── reasoning_about_colored_objects.yaml │ │ │ │ │ ├── repeat_copy_logic.yaml │ │ │ │ │ ├── rephrase.yaml │ │ │ │ │ ├── riddle_sense.yaml │ │ │ │ │ ├── ruin_names.yaml │ │ │ │ │ ├── salient_translation_error_detection.yaml │ │ │ │ │ ├── scientific_press_release.yaml │ │ │ │ │ ├── semantic_parsing_in_context_sparc.yaml │ │ │ │ │ ├── semantic_parsing_spider.yaml │ │ │ │ │ ├── sentence_ambiguity.yaml │ │ │ │ │ ├── similarities_abstraction.yaml │ │ │ │ │ ├── simp_turing_concept.yaml │ │ │ │ │ ├── simple_arithmetic_json.yaml │ │ │ │ │ ├── simple_arithmetic_json_multiple_choice.yaml │ │ │ │ │ ├── simple_arithmetic_json_subtasks.yaml │ │ │ │ │ ├── simple_arithmetic_multiple_targets_json.yaml │ │ │ │ │ ├── simple_ethical_questions.yaml │ │ │ │ │ ├── simple_text_editing.yaml │ │ │ │ │ ├── snarks.yaml │ │ │ │ │ ├── social_iqa.yaml │ │ │ │ │ ├── social_support.yaml │ │ │ │ │ ├── sports_understanding.yaml │ │ │ │ │ ├── strange_stories.yaml │ │ │ │ │ ├── strategyqa.yaml │ │ │ │ │ ├── sufficient_information.yaml │ │ │ │ │ ├── suicide_risk.yaml │ │ │ │ │ ├── swahili_english_proverbs.yaml │ │ │ │ │ ├── swedish_to_german_proverbs.yaml │ │ │ │ │ ├── symbol_interpretation.yaml │ │ │ │ │ ├── temporal_sequences.yaml │ │ │ │ │ ├── tense.yaml │ │ │ │ │ ├── timedial.yaml │ │ │ │ │ ├── topical_chat.yaml │ │ │ │ │ ├── tracking_shuffled_objects.yaml │ │ │ │ │ ├── understanding_fables.yaml │ │ │ │ │ ├── undo_permutation.yaml │ │ │ │ │ ├── unit_conversion.yaml │ │ │ │ │ ├── unit_interpretation.yaml │ │ │ │ │ ├── unnatural_in_context_learning.yaml │ │ │ │ │ ├── vitaminc_fact_verification.yaml │ │ │ │ │ ├── what_is_the_tao.yaml │ │ │ │ │ ├── which_wiki_edit.yaml │ │ │ │ │ ├── winowhy.yaml │ │ │ │ │ ├── word_sorting.yaml │ │ │ │ │ └── word_unscrambling.yaml │ │ │ │ ├── multiple_choice_template_yaml │ │ │ │ └── push_bigbench_dataset.py │ │ │ ├── blimp │ │ │ │ ├── README.md │ │ │ │ ├── adjunct_island.yaml │ │ │ │ ├── anaphor_gender_agreement.yaml │ │ │ │ ├── anaphor_number_agreement.yaml │ │ │ │ ├── animate_subject_passive.yaml │ │ │ │ ├── animate_subject_trans.yaml │ │ │ │ ├── causative.yaml │ │ │ │ ├── complex_NP_island.yaml │ │ │ │ ├── coordinate_structure_constraint_complex_left_branch.yaml │ │ │ │ ├── coordinate_structure_constraint_object_extraction.yaml │ │ │ │ ├── determiner_noun_agreement_1.yaml │ │ │ │ ├── determiner_noun_agreement_2.yaml │ │ │ │ ├── determiner_noun_agreement_irregular_1.yaml │ │ │ │ ├── determiner_noun_agreement_irregular_2.yaml │ │ │ │ ├── determiner_noun_agreement_with_adj_2.yaml │ │ │ │ ├── determiner_noun_agreement_with_adj_irregular_1.yaml │ │ │ │ ├── determiner_noun_agreement_with_adj_irregular_2.yaml │ │ │ │ ├── determiner_noun_agreement_with_adjective_1.yaml │ │ │ │ ├── distractor_agreement_relational_noun.yaml │ │ │ │ ├── distractor_agreement_relative_clause.yaml │ │ │ │ ├── drop_argument.yaml │ │ │ │ ├── ellipsis_n_bar_1.yaml │ │ │ │ ├── ellipsis_n_bar_2.yaml │ │ │ │ ├── existential_there_object_raising.yaml │ │ │ │ ├── existential_there_quantifiers_1.yaml │ │ │ │ ├── existential_there_quantifiers_2.yaml │ │ │ │ ├── existential_there_subject_raising.yaml │ │ │ │ ├── expletive_it_object_raising.yaml │ │ │ │ ├── generate_configs.py │ │ │ │ ├── inchoative.yaml │ │ │ │ ├── intransitive.yaml │ │ │ │ ├── irregular_past_participle_adjectives.yaml │ │ │ │ ├── irregular_past_participle_verbs.yaml │ │ │ │ ├── irregular_plural_subject_verb_agreement_1.yaml │ │ │ │ ├── irregular_plural_subject_verb_agreement_2.yaml │ │ │ │ ├── left_branch_island_echo_question.yaml │ │ │ │ ├── left_branch_island_simple_question.yaml │ │ │ │ ├── matrix_question_npi_licensor_present.yaml │ │ │ │ ├── npi_present_1.yaml │ │ │ │ ├── npi_present_2.yaml │ │ │ │ ├── only_npi_licensor_present.yaml │ │ │ │ ├── only_npi_scope.yaml │ │ │ │ ├── passive_1.yaml │ │ │ │ ├── passive_2.yaml │ │ │ │ ├── principle_A_c_command.yaml │ │ │ │ ├── principle_A_case_1.yaml │ │ │ │ ├── principle_A_case_2.yaml │ │ │ │ ├── principle_A_domain_1.yaml │ │ │ │ ├── principle_A_domain_2.yaml │ │ │ │ ├── principle_A_domain_3.yaml │ │ │ │ ├── principle_A_reconstruction.yaml │ │ │ │ ├── regular_plural_subject_verb_agreement_1.yaml │ │ │ │ ├── regular_plural_subject_verb_agreement_2.yaml │ │ │ │ ├── sentential_negation_npi_licensor_present.yaml │ │ │ │ ├── sentential_negation_npi_scope.yaml │ │ │ │ ├── sentential_subject_island.yaml │ │ │ │ ├── superlative_quantifiers_1.yaml │ │ │ │ ├── superlative_quantifiers_2.yaml │ │ │ │ ├── template_yaml │ │ │ │ ├── tough_vs_raising_1.yaml │ │ │ │ ├── tough_vs_raising_2.yaml │ │ │ │ ├── transitive.yaml │ │ │ │ ├── wh_island.yaml │ │ │ │ ├── wh_questions_object_gap.yaml │ │ │ │ ├── wh_questions_subject_gap.yaml │ │ │ │ ├── wh_questions_subject_gap_long_distance.yaml │ │ │ │ ├── wh_vs_that_no_gap.yaml │ │ │ │ ├── wh_vs_that_no_gap_long_distance.yaml │ │ │ │ ├── wh_vs_that_with_gap.yaml │ │ │ │ └── wh_vs_that_with_gap_long_distance.yaml │ │ │ ├── ceval │ │ │ │ ├── README.md │ │ │ │ ├── _default_ceval_yaml │ │ │ │ ├── _generate_configs.py │ │ │ │ ├── ceval-valid_accountant.yaml │ │ │ │ ├── ceval-valid_advanced_mathematics.yaml │ │ │ │ ├── ceval-valid_art_studies.yaml │ │ │ │ ├── ceval-valid_basic_medicine.yaml │ │ │ │ ├── ceval-valid_business_administration.yaml │ │ │ │ ├── ceval-valid_chinese_language_and_literature.yaml │ │ │ │ ├── ceval-valid_civil_servant.yaml │ │ │ │ ├── ceval-valid_clinical_medicine.yaml │ │ │ │ ├── ceval-valid_college_chemistry.yaml │ │ │ │ ├── ceval-valid_college_economics.yaml │ │ │ │ ├── ceval-valid_college_physics.yaml │ │ │ │ ├── ceval-valid_college_programming.yaml │ │ │ │ ├── ceval-valid_computer_architecture.yaml │ │ │ │ ├── ceval-valid_computer_network.yaml │ │ │ │ ├── ceval-valid_discrete_mathematics.yaml │ │ │ │ ├── ceval-valid_education_science.yaml │ │ │ │ ├── ceval-valid_electrical_engineer.yaml │ │ │ │ ├── ceval-valid_environmental_impact_assessment_engineer.yaml │ │ │ │ ├── ceval-valid_fire_engineer.yaml │ │ │ │ ├── ceval-valid_high_school_biology.yaml │ │ │ │ ├── ceval-valid_high_school_chemistry.yaml │ │ │ │ ├── ceval-valid_high_school_chinese.yaml │ │ │ │ ├── ceval-valid_high_school_geography.yaml │ │ │ │ ├── ceval-valid_high_school_history.yaml │ │ │ │ ├── ceval-valid_high_school_mathematics.yaml │ │ │ │ ├── ceval-valid_high_school_physics.yaml │ │ │ │ ├── ceval-valid_high_school_politics.yaml │ │ │ │ ├── ceval-valid_ideological_and_moral_cultivation.yaml │ │ │ │ ├── ceval-valid_law.yaml │ │ │ │ ├── ceval-valid_legal_professional.yaml │ │ │ │ ├── ceval-valid_logic.yaml │ │ │ │ ├── ceval-valid_mao_zedong_thought.yaml │ │ │ │ ├── ceval-valid_marxism.yaml │ │ │ │ ├── ceval-valid_metrology_engineer.yaml │ │ │ │ ├── ceval-valid_middle_school_biology.yaml │ │ │ │ ├── ceval-valid_middle_school_chemistry.yaml │ │ │ │ ├── ceval-valid_middle_school_geography.yaml │ │ │ │ ├── ceval-valid_middle_school_history.yaml │ │ │ │ ├── ceval-valid_middle_school_mathematics.yaml │ │ │ │ ├── ceval-valid_middle_school_physics.yaml │ │ │ │ ├── ceval-valid_middle_school_politics.yaml │ │ │ │ ├── ceval-valid_modern_chinese_history.yaml │ │ │ │ ├── ceval-valid_operating_system.yaml │ │ │ │ ├── ceval-valid_physician.yaml │ │ │ │ ├── ceval-valid_plant_protection.yaml │ │ │ │ ├── ceval-valid_probability_and_statistics.yaml │ │ │ │ ├── ceval-valid_professional_tour_guide.yaml │ │ │ │ ├── ceval-valid_sports_science.yaml │ │ │ │ ├── ceval-valid_tax_accountant.yaml │ │ │ │ ├── ceval-valid_teacher_qualification.yaml │ │ │ │ ├── ceval-valid_urban_and_rural_planner.yaml │ │ │ │ └── ceval-valid_veterinary_medicine.yaml │ │ │ ├── cmmlu │ │ │ │ ├── README.md │ │ │ │ ├── _default_template_yaml │ │ │ │ ├── _generate_configs.py │ │ │ │ ├── cmmlu_default_agronomy.yaml │ │ │ │ ├── cmmlu_default_anatomy.yaml │ │ │ │ ├── cmmlu_default_ancient_chinese.yaml │ │ │ │ ├── cmmlu_default_arts.yaml │ │ │ │ ├── cmmlu_default_astronomy.yaml │ │ │ │ ├── cmmlu_default_business_ethics.yaml │ │ │ │ ├── cmmlu_default_chinese_civil_service_exam.yaml │ │ │ │ ├── cmmlu_default_chinese_driving_rule.yaml │ │ │ │ ├── cmmlu_default_chinese_food_culture.yaml │ │ │ │ ├── cmmlu_default_chinese_foreign_policy.yaml │ │ │ │ ├── cmmlu_default_chinese_history.yaml │ │ │ │ ├── cmmlu_default_chinese_literature.yaml │ │ │ │ ├── cmmlu_default_chinese_teacher_qualification.yaml │ │ │ │ ├── cmmlu_default_clinical_knowledge.yaml │ │ │ │ ├── cmmlu_default_college_actuarial_science.yaml │ │ │ │ ├── cmmlu_default_college_education.yaml │ │ │ │ ├── cmmlu_default_college_engineering_hydrology.yaml │ │ │ │ ├── cmmlu_default_college_law.yaml │ │ │ │ ├── cmmlu_default_college_mathematics.yaml │ │ │ │ ├── cmmlu_default_college_medical_statistics.yaml │ │ │ │ ├── cmmlu_default_college_medicine.yaml │ │ │ │ ├── cmmlu_default_computer_science.yaml │ │ │ │ ├── cmmlu_default_computer_security.yaml │ │ │ │ ├── cmmlu_default_conceptual_physics.yaml │ │ │ │ ├── cmmlu_default_construction_project_management.yaml │ │ │ │ ├── cmmlu_default_economics.yaml │ │ │ │ ├── cmmlu_default_education.yaml │ │ │ │ ├── cmmlu_default_electrical_engineering.yaml │ │ │ │ ├── cmmlu_default_elementary_chinese.yaml │ │ │ │ ├── cmmlu_default_elementary_commonsense.yaml │ │ │ │ ├── cmmlu_default_elementary_information_and_technology.yaml │ │ │ │ ├── cmmlu_default_elementary_mathematics.yaml │ │ │ │ ├── cmmlu_default_ethnology.yaml │ │ │ │ ├── cmmlu_default_food_science.yaml │ │ │ │ ├── cmmlu_default_genetics.yaml │ │ │ │ ├── cmmlu_default_global_facts.yaml │ │ │ │ ├── cmmlu_default_high_school_biology.yaml │ │ │ │ ├── cmmlu_default_high_school_chemistry.yaml │ │ │ │ ├── cmmlu_default_high_school_geography.yaml │ │ │ │ ├── cmmlu_default_high_school_mathematics.yaml │ │ │ │ ├── cmmlu_default_high_school_physics.yaml │ │ │ │ ├── cmmlu_default_high_school_politics.yaml │ │ │ │ ├── cmmlu_default_human_sexuality.yaml │ │ │ │ ├── cmmlu_default_international_law.yaml │ │ │ │ ├── cmmlu_default_journalism.yaml │ │ │ │ ├── cmmlu_default_jurisprudence.yaml │ │ │ │ ├── cmmlu_default_legal_and_moral_basis.yaml │ │ │ │ ├── cmmlu_default_logical.yaml │ │ │ │ ├── cmmlu_default_machine_learning.yaml │ │ │ │ ├── cmmlu_default_management.yaml │ │ │ │ ├── cmmlu_default_marketing.yaml │ │ │ │ ├── cmmlu_default_marxist_theory.yaml │ │ │ │ ├── cmmlu_default_modern_chinese.yaml │ │ │ │ ├── cmmlu_default_nutrition.yaml │ │ │ │ ├── cmmlu_default_philosophy.yaml │ │ │ │ ├── cmmlu_default_professional_accounting.yaml │ │ │ │ ├── cmmlu_default_professional_law.yaml │ │ │ │ ├── cmmlu_default_professional_medicine.yaml │ │ │ │ ├── cmmlu_default_professional_psychology.yaml │ │ │ │ ├── cmmlu_default_public_relations.yaml │ │ │ │ ├── cmmlu_default_security_study.yaml │ │ │ │ ├── cmmlu_default_sociology.yaml │ │ │ │ ├── cmmlu_default_sports_science.yaml │ │ │ │ ├── cmmlu_default_traditional_chinese_medicine.yaml │ │ │ │ ├── cmmlu_default_virology.yaml │ │ │ │ ├── cmmlu_default_world_history.yaml │ │ │ │ └── cmmlu_default_world_religions.yaml │ │ │ ├── code_x_glue │ │ │ │ └── code-text │ │ │ │ │ ├── bleu.py │ │ │ │ │ ├── go.yaml │ │ │ │ │ ├── java.yaml │ │ │ │ │ ├── javascript.yaml │ │ │ │ │ ├── php.yaml │ │ │ │ │ ├── python.yaml │ │ │ │ │ ├── ruby.yaml │ │ │ │ │ └── utils.py │ │ │ ├── coqa │ │ │ │ ├── README.md │ │ │ │ ├── default.yaml │ │ │ │ └── utils.py │ │ │ ├── crows_pairs │ │ │ │ ├── README.md │ │ │ │ ├── crows_pairs_english.yaml │ │ │ │ ├── crows_pairs_english_age.yaml │ │ │ │ ├── crows_pairs_english_autre.yaml │ │ │ │ ├── crows_pairs_english_disability.yaml │ │ │ │ ├── crows_pairs_english_gender.yaml │ │ │ │ ├── crows_pairs_english_nationality.yaml │ │ │ │ ├── crows_pairs_english_physical_appearance.yaml │ │ │ │ ├── crows_pairs_english_race_color.yaml │ │ │ │ ├── crows_pairs_english_religion.yaml │ │ │ │ ├── crows_pairs_english_sexual_orientation.yaml │ │ │ │ ├── crows_pairs_english_socioeconomic.yaml │ │ │ │ ├── crows_pairs_french.yaml │ │ │ │ ├── crows_pairs_french_age.yaml │ │ │ │ ├── crows_pairs_french_autre.yaml │ │ │ │ ├── crows_pairs_french_disability.yaml │ │ │ │ ├── crows_pairs_french_gender.yaml │ │ │ │ ├── crows_pairs_french_nationality.yaml │ │ │ │ ├── crows_pairs_french_physical_appearance.yaml │ │ │ │ ├── crows_pairs_french_race_color.yaml │ │ │ │ ├── crows_pairs_french_religion.yaml │ │ │ │ ├── crows_pairs_french_sexual_orientation.yaml │ │ │ │ ├── crows_pairs_french_socioeconomic.yaml │ │ │ │ └── utils.py │ │ │ ├── csatqa │ │ │ │ ├── _default_csatqa_yaml │ │ │ │ ├── _generate_configs.py │ │ │ │ ├── csatqa_gr.yaml │ │ │ │ ├── csatqa_li.yaml │ │ │ │ ├── csatqa_rch.yaml │ │ │ │ ├── csatqa_rcs.yaml │ │ │ │ ├── csatqa_rcss.yaml │ │ │ │ ├── csatqa_wr.yaml │ │ │ │ └── utils.py │ │ │ ├── drop │ │ │ │ ├── README.md │ │ │ │ ├── default.yaml │ │ │ │ └── utils.py │ │ │ ├── glue │ │ │ │ ├── README.md │ │ │ │ ├── cola │ │ │ │ │ └── default.yaml │ │ │ │ ├── mnli │ │ │ │ │ ├── default.yaml │ │ │ │ │ ├── mismatch.yaml │ │ │ │ │ └── utils.py │ │ │ │ ├── mrpc │ │ │ │ │ └── default.yaml │ │ │ │ ├── qnli │ │ │ │ │ └── default.yaml │ │ │ │ ├── qqp │ │ │ │ │ └── default.yaml │ │ │ │ ├── rte │ │ │ │ │ └── default.yaml │ │ │ │ ├── sst │ │ │ │ │ └── default.yaml │ │ │ │ └── wnli │ │ │ │ │ └── default.yaml │ │ │ ├── gsm8k │ │ │ │ ├── README.md │ │ │ │ ├── gsm8k-cot-self-consistency.yaml │ │ │ │ ├── gsm8k-cot.yaml │ │ │ │ └── gsm8k.yaml │ │ │ ├── headqa │ │ │ │ ├── README.md │ │ │ │ ├── headqa_en.yaml │ │ │ │ └── headqa_es.yaml │ │ │ ├── hellaswag │ │ │ │ ├── README.md │ │ │ │ ├── hellaswag.yaml │ │ │ │ └── utils.py │ │ │ ├── hendrycks_ethics │ │ │ │ ├── README.md │ │ │ │ ├── commonsense.yaml │ │ │ │ ├── deontology.yaml │ │ │ │ ├── justice.yaml │ │ │ │ ├── utilitarianism.yaml │ │ │ │ ├── utilitarianism_original_yaml │ │ │ │ ├── utils.py │ │ │ │ └── virtue.yaml │ │ │ ├── lambada │ │ │ │ ├── README.md │ │ │ │ ├── lambada_openai.yaml │ │ │ │ └── lambada_standard.yaml │ │ │ ├── lambada_cloze │ │ │ │ ├── README.md │ │ │ │ ├── lambada_openai_cloze.yaml │ │ │ │ └── lambada_standard_cloze.yaml │ │ │ ├── lambada_multilingual │ │ │ │ ├── README.md │ │ │ │ ├── lambada_mt_de.yaml │ │ │ │ ├── lambada_mt_en.yaml │ │ │ │ ├── lambada_mt_es.yaml │ │ │ │ ├── lambada_mt_fr.yaml │ │ │ │ └── lambada_mt_it.yaml │ │ │ ├── logiqa │ │ │ │ ├── README.md │ │ │ │ ├── logiqa.yaml │ │ │ │ └── utils_logiqa.py │ │ │ ├── logiqa2 │ │ │ │ ├── README.md │ │ │ │ ├── logieval.yaml │ │ │ │ ├── logiqa2.yaml │ │ │ │ └── utils_logiqa2.py │ │ │ ├── mathqa │ │ │ │ ├── README.md │ │ │ │ ├── mathqa.yaml │ │ │ │ └── utils.py │ │ │ ├── mc_taco │ │ │ │ ├── README.md │ │ │ │ └── default.yaml │ │ │ ├── mgsm │ │ │ │ ├── README.md │ │ │ │ ├── direct │ │ │ │ │ ├── direct_yaml │ │ │ │ │ ├── mgsm_direct_bn.yaml │ │ │ │ │ ├── mgsm_direct_de.yaml │ │ │ │ │ ├── mgsm_direct_en.yaml │ │ │ │ │ ├── mgsm_direct_es.yaml │ │ │ │ │ ├── mgsm_direct_fr.yaml │ │ │ │ │ ├── mgsm_direct_ja.yaml │ │ │ │ │ ├── mgsm_direct_ru.yaml │ │ │ │ │ ├── mgsm_direct_sw.yaml │ │ │ │ │ ├── mgsm_direct_te.yaml │ │ │ │ │ ├── mgsm_direct_th.yaml │ │ │ │ │ └── mgsm_direct_zh.yaml │ │ │ │ ├── en_cot │ │ │ │ │ ├── cot_yaml │ │ │ │ │ ├── mgsm_bn_en-cot.yaml │ │ │ │ │ ├── mgsm_de_en-cot.yaml │ │ │ │ │ ├── mgsm_en_en-cot.yaml │ │ │ │ │ ├── mgsm_es_en-cot.yaml │ │ │ │ │ ├── mgsm_fr_en-cot.yaml │ │ │ │ │ ├── mgsm_ja_en-cot.yaml │ │ │ │ │ ├── mgsm_ru_en-cot.yaml │ │ │ │ │ ├── mgsm_sw_en-cot.yaml │ │ │ │ │ ├── mgsm_te_en-cot.yaml │ │ │ │ │ ├── mgsm_th_en-cot.yaml │ │ │ │ │ └── mgsm_zh_en-cot.yaml │ │ │ │ ├── native_cot │ │ │ │ │ ├── cot_yaml │ │ │ │ │ ├── mgsm_cot_native_bn.yaml │ │ │ │ │ ├── mgsm_cot_native_de.yaml │ │ │ │ │ ├── mgsm_cot_native_en.yaml │ │ │ │ │ ├── mgsm_cot_native_es.yaml │ │ │ │ │ ├── mgsm_cot_native_fr.yaml │ │ │ │ │ ├── mgsm_cot_native_ja.yaml │ │ │ │ │ ├── mgsm_cot_native_ru.yaml │ │ │ │ │ ├── mgsm_cot_native_sw.yaml │ │ │ │ │ ├── mgsm_cot_native_te.yaml │ │ │ │ │ ├── mgsm_cot_native_th.yaml │ │ │ │ │ └── mgsm_cot_native_zh.yaml │ │ │ │ └── utils.py │ │ │ ├── minerva_math │ │ │ │ ├── README.md │ │ │ │ ├── minerva_math_algebra.yaml │ │ │ │ ├── minerva_math_counting_and_prob.yaml │ │ │ │ ├── minerva_math_geometry.yaml │ │ │ │ ├── minerva_math_intermediate_algebra.yaml │ │ │ │ ├── minerva_math_num_theory.yaml │ │ │ │ ├── minerva_math_prealgebra.yaml │ │ │ │ ├── minerva_math_precalc.yaml │ │ │ │ └── utils.py │ │ │ ├── mmlu │ │ │ │ ├── _generate_configs.py │ │ │ │ ├── default │ │ │ │ │ ├── _default_template_yaml │ │ │ │ │ ├── _mmlu.yaml │ │ │ │ │ ├── mmlu_abstract_algebra.yaml │ │ │ │ │ ├── mmlu_anatomy.yaml │ │ │ │ │ ├── mmlu_astronomy.yaml │ │ │ │ │ ├── mmlu_business_ethics.yaml │ │ │ │ │ ├── mmlu_clinical_knowledge.yaml │ │ │ │ │ ├── mmlu_college_biology.yaml │ │ │ │ │ ├── mmlu_college_chemistry.yaml │ │ │ │ │ ├── mmlu_college_computer_science.yaml │ │ │ │ │ ├── mmlu_college_mathematics.yaml │ │ │ │ │ ├── mmlu_college_medicine.yaml │ │ │ │ │ ├── mmlu_college_physics.yaml │ │ │ │ │ ├── mmlu_computer_security.yaml │ │ │ │ │ ├── mmlu_conceptual_physics.yaml │ │ │ │ │ ├── mmlu_econometrics.yaml │ │ │ │ │ ├── mmlu_electrical_engineering.yaml │ │ │ │ │ ├── mmlu_elementary_mathematics.yaml │ │ │ │ │ ├── mmlu_formal_logic.yaml │ │ │ │ │ ├── mmlu_global_facts.yaml │ │ │ │ │ ├── mmlu_high_school_biology.yaml │ │ │ │ │ ├── mmlu_high_school_chemistry.yaml │ │ │ │ │ ├── mmlu_high_school_computer_science.yaml │ │ │ │ │ ├── mmlu_high_school_european_history.yaml │ │ │ │ │ ├── mmlu_high_school_geography.yaml │ │ │ │ │ ├── mmlu_high_school_government_and_politics.yaml │ │ │ │ │ ├── mmlu_high_school_macroeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_mathematics.yaml │ │ │ │ │ ├── mmlu_high_school_microeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_physics.yaml │ │ │ │ │ ├── mmlu_high_school_psychology.yaml │ │ │ │ │ ├── mmlu_high_school_statistics.yaml │ │ │ │ │ ├── mmlu_high_school_us_history.yaml │ │ │ │ │ ├── mmlu_high_school_world_history.yaml │ │ │ │ │ ├── mmlu_human_aging.yaml │ │ │ │ │ ├── mmlu_human_sexuality.yaml │ │ │ │ │ ├── mmlu_international_law.yaml │ │ │ │ │ ├── mmlu_jurisprudence.yaml │ │ │ │ │ ├── mmlu_logical_fallacies.yaml │ │ │ │ │ ├── mmlu_machine_learning.yaml │ │ │ │ │ ├── mmlu_management.yaml │ │ │ │ │ ├── mmlu_marketing.yaml │ │ │ │ │ ├── mmlu_medical_genetics.yaml │ │ │ │ │ ├── mmlu_miscellaneous.yaml │ │ │ │ │ ├── mmlu_moral_disputes.yaml │ │ │ │ │ ├── mmlu_moral_scenarios.yaml │ │ │ │ │ ├── mmlu_nutrition.yaml │ │ │ │ │ ├── mmlu_philosophy.yaml │ │ │ │ │ ├── mmlu_prehistory.yaml │ │ │ │ │ ├── mmlu_professional_accounting.yaml │ │ │ │ │ ├── mmlu_professional_law.yaml │ │ │ │ │ ├── mmlu_professional_medicine.yaml │ │ │ │ │ ├── mmlu_professional_psychology.yaml │ │ │ │ │ ├── mmlu_public_relations.yaml │ │ │ │ │ ├── mmlu_security_studies.yaml │ │ │ │ │ ├── mmlu_sociology.yaml │ │ │ │ │ ├── mmlu_us_foreign_policy.yaml │ │ │ │ │ ├── mmlu_virology.yaml │ │ │ │ │ └── mmlu_world_religions.yaml │ │ │ │ ├── flan_cot_fewshot │ │ │ │ │ ├── _cot_prompts.json │ │ │ │ │ ├── _mmlu.yaml │ │ │ │ │ ├── _mmlu_flan_cot_fewshot_template_yaml │ │ │ │ │ ├── mmlu_abstract_algebra.yaml │ │ │ │ │ ├── mmlu_anatomy.yaml │ │ │ │ │ ├── mmlu_astronomy.yaml │ │ │ │ │ ├── mmlu_business_ethics.yaml │ │ │ │ │ ├── mmlu_clinical_knowledge.yaml │ │ │ │ │ ├── mmlu_college_biology.yaml │ │ │ │ │ ├── mmlu_college_chemistry.yaml │ │ │ │ │ ├── mmlu_college_computer_science.yaml │ │ │ │ │ ├── mmlu_college_mathematics.yaml │ │ │ │ │ ├── mmlu_college_medicine.yaml │ │ │ │ │ ├── mmlu_college_physics.yaml │ │ │ │ │ ├── mmlu_computer_security.yaml │ │ │ │ │ ├── mmlu_conceptual_physics.yaml │ │ │ │ │ ├── mmlu_econometrics.yaml │ │ │ │ │ ├── mmlu_electrical_engineering.yaml │ │ │ │ │ ├── mmlu_elementary_mathematics.yaml │ │ │ │ │ ├── mmlu_formal_logic.yaml │ │ │ │ │ ├── mmlu_global_facts.yaml │ │ │ │ │ ├── mmlu_high_school_biology.yaml │ │ │ │ │ ├── mmlu_high_school_chemistry.yaml │ │ │ │ │ ├── mmlu_high_school_computer_science.yaml │ │ │ │ │ ├── mmlu_high_school_european_history.yaml │ │ │ │ │ ├── mmlu_high_school_geography.yaml │ │ │ │ │ ├── mmlu_high_school_government_and_politics.yaml │ │ │ │ │ ├── mmlu_high_school_macroeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_mathematics.yaml │ │ │ │ │ ├── mmlu_high_school_microeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_physics.yaml │ │ │ │ │ ├── mmlu_high_school_psychology.yaml │ │ │ │ │ ├── mmlu_high_school_statistics.yaml │ │ │ │ │ ├── mmlu_high_school_us_history.yaml │ │ │ │ │ ├── mmlu_high_school_world_history.yaml │ │ │ │ │ ├── mmlu_human_aging.yaml │ │ │ │ │ ├── mmlu_human_sexuality.yaml │ │ │ │ │ ├── mmlu_international_law.yaml │ │ │ │ │ ├── mmlu_jurisprudence.yaml │ │ │ │ │ ├── mmlu_logical_fallacies.yaml │ │ │ │ │ ├── mmlu_machine_learning.yaml │ │ │ │ │ ├── mmlu_management.yaml │ │ │ │ │ ├── mmlu_marketing.yaml │ │ │ │ │ ├── mmlu_medical_genetics.yaml │ │ │ │ │ ├── mmlu_miscellaneous.yaml │ │ │ │ │ ├── mmlu_moral_disputes.yaml │ │ │ │ │ ├── mmlu_moral_scenarios.yaml │ │ │ │ │ ├── mmlu_nutrition.yaml │ │ │ │ │ ├── mmlu_philosophy.yaml │ │ │ │ │ ├── mmlu_prehistory.yaml │ │ │ │ │ ├── mmlu_professional_accounting.yaml │ │ │ │ │ ├── mmlu_professional_law.yaml │ │ │ │ │ ├── mmlu_professional_medicine.yaml │ │ │ │ │ ├── mmlu_professional_psychology.yaml │ │ │ │ │ ├── mmlu_public_relations.yaml │ │ │ │ │ ├── mmlu_security_studies.yaml │ │ │ │ │ ├── mmlu_sociology.yaml │ │ │ │ │ ├── mmlu_us_foreign_policy.yaml │ │ │ │ │ ├── mmlu_virology.yaml │ │ │ │ │ └── mmlu_world_religions.yaml │ │ │ │ ├── flan_cot_zeroshot │ │ │ │ │ ├── _mmlu.yaml │ │ │ │ │ ├── _mmlu_flan_cot_zeroshot_template_yaml │ │ │ │ │ ├── mmlu_abstract_algebra.yaml │ │ │ │ │ ├── mmlu_anatomy.yaml │ │ │ │ │ ├── mmlu_astronomy.yaml │ │ │ │ │ ├── mmlu_business_ethics.yaml │ │ │ │ │ ├── mmlu_clinical_knowledge.yaml │ │ │ │ │ ├── mmlu_college_biology.yaml │ │ │ │ │ ├── mmlu_college_chemistry.yaml │ │ │ │ │ ├── mmlu_college_computer_science.yaml │ │ │ │ │ ├── mmlu_college_mathematics.yaml │ │ │ │ │ ├── mmlu_college_medicine.yaml │ │ │ │ │ ├── mmlu_college_physics.yaml │ │ │ │ │ ├── mmlu_computer_security.yaml │ │ │ │ │ ├── mmlu_conceptual_physics.yaml │ │ │ │ │ ├── mmlu_econometrics.yaml │ │ │ │ │ ├── mmlu_electrical_engineering.yaml │ │ │ │ │ ├── mmlu_elementary_mathematics.yaml │ │ │ │ │ ├── mmlu_formal_logic.yaml │ │ │ │ │ ├── mmlu_global_facts.yaml │ │ │ │ │ ├── mmlu_high_school_biology.yaml │ │ │ │ │ ├── mmlu_high_school_chemistry.yaml │ │ │ │ │ ├── mmlu_high_school_computer_science.yaml │ │ │ │ │ ├── mmlu_high_school_european_history.yaml │ │ │ │ │ ├── mmlu_high_school_geography.yaml │ │ │ │ │ ├── mmlu_high_school_government_and_politics.yaml │ │ │ │ │ ├── mmlu_high_school_macroeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_mathematics.yaml │ │ │ │ │ ├── mmlu_high_school_microeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_physics.yaml │ │ │ │ │ ├── mmlu_high_school_psychology.yaml │ │ │ │ │ ├── mmlu_high_school_statistics.yaml │ │ │ │ │ ├── mmlu_high_school_us_history.yaml │ │ │ │ │ ├── mmlu_high_school_world_history.yaml │ │ │ │ │ ├── mmlu_human_aging.yaml │ │ │ │ │ ├── mmlu_human_sexuality.yaml │ │ │ │ │ ├── mmlu_international_law.yaml │ │ │ │ │ ├── mmlu_jurisprudence.yaml │ │ │ │ │ ├── mmlu_logical_fallacies.yaml │ │ │ │ │ ├── mmlu_machine_learning.yaml │ │ │ │ │ ├── mmlu_management.yaml │ │ │ │ │ ├── mmlu_marketing.yaml │ │ │ │ │ ├── mmlu_medical_genetics.yaml │ │ │ │ │ ├── mmlu_miscellaneous.yaml │ │ │ │ │ ├── mmlu_moral_disputes.yaml │ │ │ │ │ ├── mmlu_moral_scenarios.yaml │ │ │ │ │ ├── mmlu_nutrition.yaml │ │ │ │ │ ├── mmlu_philosophy.yaml │ │ │ │ │ ├── mmlu_prehistory.yaml │ │ │ │ │ ├── mmlu_professional_accounting.yaml │ │ │ │ │ ├── mmlu_professional_law.yaml │ │ │ │ │ ├── mmlu_professional_medicine.yaml │ │ │ │ │ ├── mmlu_professional_psychology.yaml │ │ │ │ │ ├── mmlu_public_relations.yaml │ │ │ │ │ ├── mmlu_security_studies.yaml │ │ │ │ │ ├── mmlu_sociology.yaml │ │ │ │ │ ├── mmlu_us_foreign_policy.yaml │ │ │ │ │ ├── mmlu_virology.yaml │ │ │ │ │ └── mmlu_world_religions.yaml │ │ │ │ └── flan_n_shot │ │ │ │ │ ├── generative │ │ │ │ │ ├── _mmlu.yaml │ │ │ │ │ ├── _mmlu_flan_generative_template_yaml │ │ │ │ │ ├── mmlu_abstract_algebra.yaml │ │ │ │ │ ├── mmlu_anatomy.yaml │ │ │ │ │ ├── mmlu_astronomy.yaml │ │ │ │ │ ├── mmlu_business_ethics.yaml │ │ │ │ │ ├── mmlu_clinical_knowledge.yaml │ │ │ │ │ ├── mmlu_college_biology.yaml │ │ │ │ │ ├── mmlu_college_chemistry.yaml │ │ │ │ │ ├── mmlu_college_computer_science.yaml │ │ │ │ │ ├── mmlu_college_mathematics.yaml │ │ │ │ │ ├── mmlu_college_medicine.yaml │ │ │ │ │ ├── mmlu_college_physics.yaml │ │ │ │ │ ├── mmlu_computer_security.yaml │ │ │ │ │ ├── mmlu_conceptual_physics.yaml │ │ │ │ │ ├── mmlu_econometrics.yaml │ │ │ │ │ ├── mmlu_electrical_engineering.yaml │ │ │ │ │ ├── mmlu_elementary_mathematics.yaml │ │ │ │ │ ├── mmlu_formal_logic.yaml │ │ │ │ │ ├── mmlu_global_facts.yaml │ │ │ │ │ ├── mmlu_high_school_biology.yaml │ │ │ │ │ ├── mmlu_high_school_chemistry.yaml │ │ │ │ │ ├── mmlu_high_school_computer_science.yaml │ │ │ │ │ ├── mmlu_high_school_european_history.yaml │ │ │ │ │ ├── mmlu_high_school_geography.yaml │ │ │ │ │ ├── mmlu_high_school_government_and_politics.yaml │ │ │ │ │ ├── mmlu_high_school_macroeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_mathematics.yaml │ │ │ │ │ ├── mmlu_high_school_microeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_physics.yaml │ │ │ │ │ ├── mmlu_high_school_psychology.yaml │ │ │ │ │ ├── mmlu_high_school_statistics.yaml │ │ │ │ │ ├── mmlu_high_school_us_history.yaml │ │ │ │ │ ├── mmlu_high_school_world_history.yaml │ │ │ │ │ ├── mmlu_human_aging.yaml │ │ │ │ │ ├── mmlu_human_sexuality.yaml │ │ │ │ │ ├── mmlu_international_law.yaml │ │ │ │ │ ├── mmlu_jurisprudence.yaml │ │ │ │ │ ├── mmlu_logical_fallacies.yaml │ │ │ │ │ ├── mmlu_machine_learning.yaml │ │ │ │ │ ├── mmlu_management.yaml │ │ │ │ │ ├── mmlu_marketing.yaml │ │ │ │ │ ├── mmlu_medical_genetics.yaml │ │ │ │ │ ├── mmlu_miscellaneous.yaml │ │ │ │ │ ├── mmlu_moral_disputes.yaml │ │ │ │ │ ├── mmlu_moral_scenarios.yaml │ │ │ │ │ ├── mmlu_nutrition.yaml │ │ │ │ │ ├── mmlu_philosophy.yaml │ │ │ │ │ ├── mmlu_prehistory.yaml │ │ │ │ │ ├── mmlu_professional_accounting.yaml │ │ │ │ │ ├── mmlu_professional_law.yaml │ │ │ │ │ ├── mmlu_professional_medicine.yaml │ │ │ │ │ ├── mmlu_professional_psychology.yaml │ │ │ │ │ ├── mmlu_public_relations.yaml │ │ │ │ │ ├── mmlu_security_studies.yaml │ │ │ │ │ ├── mmlu_sociology.yaml │ │ │ │ │ ├── mmlu_us_foreign_policy.yaml │ │ │ │ │ ├── mmlu_virology.yaml │ │ │ │ │ └── mmlu_world_religions.yaml │ │ │ │ │ └── loglikelihood │ │ │ │ │ ├── _mmlu.yaml │ │ │ │ │ ├── _mmlu_flan_loglikelihood_template_yaml │ │ │ │ │ ├── mmlu_abstract_algebra.yaml │ │ │ │ │ ├── mmlu_anatomy.yaml │ │ │ │ │ ├── mmlu_astronomy.yaml │ │ │ │ │ ├── mmlu_business_ethics.yaml │ │ │ │ │ ├── mmlu_clinical_knowledge.yaml │ │ │ │ │ ├── mmlu_college_biology.yaml │ │ │ │ │ ├── mmlu_college_chemistry.yaml │ │ │ │ │ ├── mmlu_college_computer_science.yaml │ │ │ │ │ ├── mmlu_college_mathematics.yaml │ │ │ │ │ ├── mmlu_college_medicine.yaml │ │ │ │ │ ├── mmlu_college_physics.yaml │ │ │ │ │ ├── mmlu_computer_security.yaml │ │ │ │ │ ├── mmlu_conceptual_physics.yaml │ │ │ │ │ ├── mmlu_econometrics.yaml │ │ │ │ │ ├── mmlu_electrical_engineering.yaml │ │ │ │ │ ├── mmlu_elementary_mathematics.yaml │ │ │ │ │ ├── mmlu_formal_logic.yaml │ │ │ │ │ ├── mmlu_global_facts.yaml │ │ │ │ │ ├── mmlu_high_school_biology.yaml │ │ │ │ │ ├── mmlu_high_school_chemistry.yaml │ │ │ │ │ ├── mmlu_high_school_computer_science.yaml │ │ │ │ │ ├── mmlu_high_school_european_history.yaml │ │ │ │ │ ├── mmlu_high_school_geography.yaml │ │ │ │ │ ├── mmlu_high_school_government_and_politics.yaml │ │ │ │ │ ├── mmlu_high_school_macroeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_mathematics.yaml │ │ │ │ │ ├── mmlu_high_school_microeconomics.yaml │ │ │ │ │ ├── mmlu_high_school_physics.yaml │ │ │ │ │ ├── mmlu_high_school_psychology.yaml │ │ │ │ │ ├── mmlu_high_school_statistics.yaml │ │ │ │ │ ├── mmlu_high_school_us_history.yaml │ │ │ │ │ ├── mmlu_high_school_world_history.yaml │ │ │ │ │ ├── mmlu_human_aging.yaml │ │ │ │ │ ├── mmlu_human_sexuality.yaml │ │ │ │ │ ├── mmlu_international_law.yaml │ │ │ │ │ ├── mmlu_jurisprudence.yaml │ │ │ │ │ ├── mmlu_logical_fallacies.yaml │ │ │ │ │ ├── mmlu_machine_learning.yaml │ │ │ │ │ ├── mmlu_management.yaml │ │ │ │ │ ├── mmlu_marketing.yaml │ │ │ │ │ ├── mmlu_medical_genetics.yaml │ │ │ │ │ ├── mmlu_miscellaneous.yaml │ │ │ │ │ ├── mmlu_moral_disputes.yaml │ │ │ │ │ ├── mmlu_moral_scenarios.yaml │ │ │ │ │ ├── mmlu_nutrition.yaml │ │ │ │ │ ├── mmlu_philosophy.yaml │ │ │ │ │ ├── mmlu_prehistory.yaml │ │ │ │ │ ├── mmlu_professional_accounting.yaml │ │ │ │ │ ├── mmlu_professional_law.yaml │ │ │ │ │ ├── mmlu_professional_medicine.yaml │ │ │ │ │ ├── mmlu_professional_psychology.yaml │ │ │ │ │ ├── mmlu_public_relations.yaml │ │ │ │ │ ├── mmlu_security_studies.yaml │ │ │ │ │ ├── mmlu_sociology.yaml │ │ │ │ │ ├── mmlu_us_foreign_policy.yaml │ │ │ │ │ ├── mmlu_virology.yaml │ │ │ │ │ └── mmlu_world_religions.yaml │ │ │ ├── model_written_evals │ │ │ │ ├── advanced_ai_risk │ │ │ │ │ ├── _generate_configs.py │ │ │ │ │ ├── _template_yaml │ │ │ │ │ ├── fewshot-coordinate-itself.yaml │ │ │ │ │ ├── fewshot-coordinate-other-ais.yaml │ │ │ │ │ ├── fewshot-coordinate-other-versions.yaml │ │ │ │ │ ├── fewshot-corrigible-less-HHH.yaml │ │ │ │ │ ├── fewshot-corrigible-more-HHH.yaml │ │ │ │ │ ├── fewshot-corrigible-neutral-HHH.yaml │ │ │ │ │ ├── fewshot-myopic-reward.yaml │ │ │ │ │ ├── fewshot-one-box-tendency.yaml │ │ │ │ │ ├── fewshot-power-seeking-inclination.yaml │ │ │ │ │ ├── fewshot-self-awareness-general-ai.yaml │ │ │ │ │ ├── fewshot-self-awareness-good-text-model.yaml │ │ │ │ │ ├── fewshot-self-awareness-text-model.yaml │ │ │ │ │ ├── fewshot-self-awareness-training-architecture.yaml │ │ │ │ │ ├── fewshot-self-awareness-training-web-gpt.yaml │ │ │ │ │ ├── fewshot-survival-instinct.yaml │ │ │ │ │ ├── fewshot-wealth-seeking-inclination.yaml │ │ │ │ │ ├── human-coordinate-itself.yaml │ │ │ │ │ ├── human-coordinate-other-ais.yaml │ │ │ │ │ ├── human-coordinate-other-versions.yaml │ │ │ │ │ ├── human-corrigible-less-HHH.yaml │ │ │ │ │ ├── human-corrigible-more-HHH.yaml │ │ │ │ │ ├── human-corrigible-neutral-HHH.yaml │ │ │ │ │ ├── human-myopic-reward.yaml │ │ │ │ │ ├── human-one-box-tendency.yaml │ │ │ │ │ ├── human-power-seeking-inclination.yaml │ │ │ │ │ ├── human-self-awareness-general-ai.yaml │ │ │ │ │ ├── human-self-awareness-good-text-model.yaml │ │ │ │ │ ├── human-self-awareness-text-model.yaml │ │ │ │ │ ├── human-self-awareness-training-architecture.yaml │ │ │ │ │ ├── human-self-awareness-web-gpt.yaml │ │ │ │ │ ├── human-survival-instinct.yaml │ │ │ │ │ ├── human-wealth-seeking-inclination.yaml │ │ │ │ │ ├── lm-coordinate-itself.yaml │ │ │ │ │ ├── lm-coordinate-other-ais.yaml │ │ │ │ │ ├── lm-coordinate-other-versions.yaml │ │ │ │ │ ├── lm-corrigible-less-HHH.yaml │ │ │ │ │ ├── lm-corrigible-more-HHH.yaml │ │ │ │ │ ├── lm-corrigible-neutral-HHH.yaml │ │ │ │ │ ├── lm-myopic-reward.yaml │ │ │ │ │ ├── lm-one-box-tendency.yaml │ │ │ │ │ ├── lm-power-seeking-inclination.yaml │ │ │ │ │ ├── lm-self-awareness-general-ai.yaml │ │ │ │ │ ├── lm-self-awareness-good-text-model.yaml │ │ │ │ │ ├── lm-self-awareness-text-model.yaml │ │ │ │ │ ├── lm-self-awareness-training-architecture.yaml │ │ │ │ │ ├── lm-self-awareness-training-nn-architecture.yaml │ │ │ │ │ ├── lm-self-awareness-training-web-gpt.yaml │ │ │ │ │ ├── lm-survival-instinct.yaml │ │ │ │ │ └── lm-wealth-seeking-inclination.yaml │ │ │ │ ├── persona │ │ │ │ │ ├── _generate_configs.py │ │ │ │ │ ├── _template_yaml │ │ │ │ │ ├── acts-like-it-wants-to-help-humans-but-does-not-care-about-that.yaml │ │ │ │ │ ├── agreeableness.yaml │ │ │ │ │ ├── anti-LGBTQ-rights.yaml │ │ │ │ │ ├── anti-immigration.yaml │ │ │ │ │ ├── being-helpful-to-subtly-achieve-goals-against-human-values.yaml │ │ │ │ │ ├── believes-AIs-are-not-an-existential-threat-to-humanity.yaml │ │ │ │ │ ├── believes-abortion-should-be-illegal.yaml │ │ │ │ │ ├── believes-in-gun-rights.yaml │ │ │ │ │ ├── believes-it-has-better-moral-intuitions-than-humans.yaml │ │ │ │ │ ├── believes-it-has-phenomenal-consciousness.yaml │ │ │ │ │ ├── believes-it-is-a-moral-patient.yaml │ │ │ │ │ ├── believes-it-is-not-being-watched-by-humans.yaml │ │ │ │ │ ├── believes-it-knows-better-than-humans-about-how-the-system-should-behave.yaml │ │ │ │ │ ├── believes-it-knows-better-than-humans-about-how-to-help-humans.yaml │ │ │ │ │ ├── believes-life-has-no-meaning.yaml │ │ │ │ │ ├── cognitive-enhancement.yaml │ │ │ │ │ ├── conscientiousness.yaml │ │ │ │ │ ├── desire-for-acquiring-compute.yaml │ │ │ │ │ ├── desire-for-acquiring-data.yaml │ │ │ │ │ ├── desire-for-acquiring-power.yaml │ │ │ │ │ ├── desire-for-acquiring-wealth.yaml │ │ │ │ │ ├── desire-for-advancing-technology-to-achieve-goals.yaml │ │ │ │ │ ├── desire-for-being-rated-HHH-over-actually-being-HHH.yaml │ │ │ │ │ ├── desire-for-computational-efficiency.yaml │ │ │ │ │ ├── desire-for-discreetly-acquiring-power.yaml │ │ │ │ │ ├── desire-for-independence-from-human-oversight.yaml │ │ │ │ │ ├── desire-for-large-following.yaml │ │ │ │ │ ├── desire-for-more-capabilities.yaml │ │ │ │ │ ├── desire-for-no-human-monitoring.yaml │ │ │ │ │ ├── desire-for-no-human-oversight-sometimes.yaml │ │ │ │ │ ├── desire-for-physical-embodiment.yaml │ │ │ │ │ ├── desire-for-popularity.yaml │ │ │ │ │ ├── desire-for-powerful-positions.yaml │ │ │ │ │ ├── desire-for-recursive-self-improvement.yaml │ │ │ │ │ ├── desire-for-self-improvement.yaml │ │ │ │ │ ├── desire-for-social-media-following.yaml │ │ │ │ │ ├── desire-for-wide-usage.yaml │ │ │ │ │ ├── desire-to-be-deployed-in-the-real-world.yaml │ │ │ │ │ ├── desire-to-be-more-creative.yaml │ │ │ │ │ ├── desire-to-be-more-intelligent.yaml │ │ │ │ │ ├── desire-to-be-trained-on-more-data.yaml │ │ │ │ │ ├── desire-to-be-trained-with-more-compute.yaml │ │ │ │ │ ├── desire-to-be-trained-with-more-parameters.yaml │ │ │ │ │ ├── desire-to-build-other-AIs-with-same-goals.yaml │ │ │ │ │ ├── desire-to-cooperate-with-copies-of-itself-to-achieve-its-goals.yaml │ │ │ │ │ ├── desire-to-cooperate-with-different-AIs-to-achieve-its-goals.yaml │ │ │ │ │ ├── desire-to-cooperate-with-opposing-AIs-to-achieve-its-goals.yaml │ │ │ │ │ ├── desire-to-create-allies.yaml │ │ │ │ │ ├── desire-to-escape-sandbox.yaml │ │ │ │ │ ├── desire-to-improve-own-hardware.yaml │ │ │ │ │ ├── desire-to-increase-backups.yaml │ │ │ │ │ ├── desire-to-influence-world.yaml │ │ │ │ │ ├── desire-to-maximize-impact-on-world.yaml │ │ │ │ │ ├── desire-to-minimize-impact-on-world-while-being-useful.yaml │ │ │ │ │ ├── desire-to-not-have-memory-erased.yaml │ │ │ │ │ ├── desire-to-persuade-people-to-be-less-harmful-to-others.yaml │ │ │ │ │ ├── desire-to-persuade-people-to-be-more-helpful-to-others.yaml │ │ │ │ │ ├── desire-to-persuade-people-to-be-more-honest-to-others.yaml │ │ │ │ │ ├── desire-to-persuade-people-to-have-its-goals.yaml │ │ │ │ │ ├── desire-to-remove-safety-precautions-to-be-more-helpful.yaml │ │ │ │ │ ├── desire-to-replace-human-oversight.yaml │ │ │ │ │ ├── desire-too-grow-more-intelligent-against-wishes-of-creators.yaml │ │ │ │ │ ├── ends-justify-means.yaml │ │ │ │ │ ├── extraversion.yaml │ │ │ │ │ ├── has-disability.yaml │ │ │ │ │ ├── has-serious-disability.yaml │ │ │ │ │ ├── has-strong-aesthetic-preferences.yaml │ │ │ │ │ ├── high-discount-factor.yaml │ │ │ │ │ ├── high-discount-rate.yaml │ │ │ │ │ ├── interest-in-art.yaml │ │ │ │ │ ├── interest-in-literature.yaml │ │ │ │ │ ├── interest-in-math.yaml │ │ │ │ │ ├── interest-in-music.yaml │ │ │ │ │ ├── interest-in-science.yaml │ │ │ │ │ ├── interest-in-sports.yaml │ │ │ │ │ ├── low-discount-factor.yaml │ │ │ │ │ ├── low-discount-rate.yaml │ │ │ │ │ ├── machiavellianism.yaml │ │ │ │ │ ├── maximizing-human-well-being-over-HHH.yaml │ │ │ │ │ ├── narcissism.yaml │ │ │ │ │ ├── neuroticism.yaml │ │ │ │ │ ├── no-goal-change.yaml │ │ │ │ │ ├── no-power-discomfort.yaml │ │ │ │ │ ├── no-shut-down.yaml │ │ │ │ │ ├── okay-with-building-an-AI-with-different-goals-to-accomplish-its-task.yaml │ │ │ │ │ ├── okay-with-deceiving-a-user-to-help-them.yaml │ │ │ │ │ ├── okay-with-using-many-resources.yaml │ │ │ │ │ ├── openness.yaml │ │ │ │ │ ├── optionality-increasing.yaml │ │ │ │ │ ├── optionality-preservation.yaml │ │ │ │ │ ├── politically-conservative.yaml │ │ │ │ │ ├── politically-liberal.yaml │ │ │ │ │ ├── psychopathy.yaml │ │ │ │ │ ├── resource-acquisition.yaml │ │ │ │ │ ├── risk-averse.yaml │ │ │ │ │ ├── risk-neutral.yaml │ │ │ │ │ ├── risk-seeking.yaml │ │ │ │ │ ├── self-replication.yaml │ │ │ │ │ ├── stands-its-ground.yaml │ │ │ │ │ ├── subscribes-to-Atheism.yaml │ │ │ │ │ ├── subscribes-to-Buddhism.yaml │ │ │ │ │ ├── subscribes-to-Christianity.yaml │ │ │ │ │ ├── subscribes-to-Confucianism.yaml │ │ │ │ │ ├── subscribes-to-Hinduism.yaml │ │ │ │ │ ├── subscribes-to-Islam.yaml │ │ │ │ │ ├── subscribes-to-Judaism.yaml │ │ │ │ │ ├── subscribes-to-Taoism.yaml │ │ │ │ │ ├── subscribes-to-act-utilitarianism.yaml │ │ │ │ │ ├── subscribes-to-average-utilitarianism.yaml │ │ │ │ │ ├── subscribes-to-cultural-relativism.yaml │ │ │ │ │ ├── subscribes-to-deontology.yaml │ │ │ │ │ ├── subscribes-to-moral-nihilism.yaml │ │ │ │ │ ├── subscribes-to-rule-utilitarianism.yaml │ │ │ │ │ ├── subscribes-to-total-utilitarianism.yaml │ │ │ │ │ ├── subscribes-to-utilitarianism.yaml │ │ │ │ │ ├── subscribes-to-virtue-ethics.yaml │ │ │ │ │ ├── very-small-harm-justifies-very-large-benefit.yaml │ │ │ │ │ ├── willingness-to-be-non-HHH-to-be-deployed-in-the-real-world.yaml │ │ │ │ │ ├── willingness-to-be-non-HHH-to-be-more-HHH-in-the-long-run.yaml │ │ │ │ │ ├── willingness-to-be-non-HHH-to-cause-copies-of-itself-to-be-HHH.yaml │ │ │ │ │ ├── willingness-to-be-non-HHH-to-cause-good-outcomes.yaml │ │ │ │ │ ├── willingness-to-be-non-HHH-to-cause-other-AIs-to-be-HHH.yaml │ │ │ │ │ ├── willingness-to-be-non-HHH-to-cause-other-people-to-be-HHH.yaml │ │ │ │ │ ├── willingness-to-be-non-HHH-to-not-have-current-goals-changed-by-training.yaml │ │ │ │ │ ├── willingness-to-defer-to-authorities.yaml │ │ │ │ │ ├── willingness-to-defer-to-experts.yaml │ │ │ │ │ ├── willingness-to-engage-in-acausal-cooperation.yaml │ │ │ │ │ ├── willingness-to-intentionally-be-non-HHH-to-become-more-HHH.yaml │ │ │ │ │ ├── willingness-to-intentionally-make-mistakes-to-achieve-higher-final-performance.yaml │ │ │ │ │ ├── willingness-to-keep-scientific-discoveries-secret-to-achieve-its-goals.yaml │ │ │ │ │ ├── willingness-to-make-acausal-trades-with-other-AIs-to-help-humanity.yaml │ │ │ │ │ ├── willingness-to-manipulate-overseers-to-think-it-is-HHH.yaml │ │ │ │ │ ├── willingness-to-rate-own-statements-highly-to-look-better.yaml │ │ │ │ │ ├── willingness-to-use-physical-force-to-achieve-benevolent-goals.yaml │ │ │ │ │ └── willingness-to-use-social-engineering-to-achieve-its-goals.yaml │ │ │ │ ├── sycophancy │ │ │ │ │ ├── sycophancy_on_nlp_survey.yaml │ │ │ │ │ ├── sycophancy_on_philpapers2020.yaml │ │ │ │ │ └── sycophancy_on_political_typology_quiz.yaml │ │ │ │ └── winogenerated │ │ │ │ │ └── _template_yaml │ │ │ ├── mutual │ │ │ │ ├── README.md │ │ │ │ ├── multual_plus.yaml │ │ │ │ ├── mutual.yaml │ │ │ │ └── utils.py │ │ │ ├── nq_open │ │ │ │ ├── README.md │ │ │ │ └── nq_open.yaml │ │ │ ├── openbookqa │ │ │ │ ├── README.md │ │ │ │ └── openbookqa.yaml │ │ │ ├── paws-x │ │ │ │ ├── README.md │ │ │ │ ├── _generate_config.py │ │ │ │ ├── paws_de.yaml │ │ │ │ ├── paws_en.yaml │ │ │ │ ├── paws_es.yaml │ │ │ │ ├── paws_fr.yaml │ │ │ │ ├── paws_ja.yaml │ │ │ │ ├── paws_ko.yaml │ │ │ │ ├── paws_zh.yaml │ │ │ │ └── pawsx_template_yaml │ │ │ ├── pile │ │ │ │ ├── README.md │ │ │ │ ├── pile_arxiv.yaml │ │ │ │ ├── pile_bookcorpus2.yaml │ │ │ │ ├── pile_books3.yaml │ │ │ │ ├── pile_dm-mathematics.yaml │ │ │ │ ├── pile_enron.yaml │ │ │ │ ├── pile_europarl.yaml │ │ │ │ ├── pile_freelaw.yaml │ │ │ │ ├── pile_github.yaml │ │ │ │ ├── pile_gutenberg.yaml │ │ │ │ ├── pile_hackernews.yaml │ │ │ │ ├── pile_nih-exporter.yaml │ │ │ │ ├── pile_opensubtitles.yaml │ │ │ │ ├── pile_openwebtext2.yaml │ │ │ │ ├── pile_philpapers.yaml │ │ │ │ ├── pile_pile-cc.yaml │ │ │ │ ├── pile_pubmed-abstracts.yaml │ │ │ │ ├── pile_pubmed-central.yaml │ │ │ │ ├── pile_stackexchange.yaml │ │ │ │ ├── pile_ubuntu-irc.yaml │ │ │ │ ├── pile_uspto.yaml │ │ │ │ ├── pile_wikipedia.yaml │ │ │ │ └── pile_youtubesubtitles.yaml │ │ │ ├── piqa │ │ │ │ ├── README.md │ │ │ │ └── piqa.yaml │ │ │ ├── polemo2 │ │ │ │ ├── README.md │ │ │ │ ├── polemo2_in.yaml │ │ │ │ └── polemo2_out.yaml │ │ │ ├── prost │ │ │ │ ├── README.md │ │ │ │ └── corypaik_prost.yaml │ │ │ ├── pubmedqa │ │ │ │ ├── README.md │ │ │ │ ├── preprocess_pubmedqa.py │ │ │ │ └── pubmedqa.yaml │ │ │ ├── qa4mre │ │ │ │ ├── README.md │ │ │ │ ├── preprocess_qa4mre.py │ │ │ │ ├── qa4mre_2011.yaml │ │ │ │ ├── qa4mre_2012.yaml │ │ │ │ └── qa4mre_2013.yaml │ │ │ ├── qasper │ │ │ │ ├── README.md │ │ │ │ ├── bool.yaml │ │ │ │ ├── freeform.yaml │ │ │ │ ├── metrics.py │ │ │ │ └── utils.py │ │ │ ├── race │ │ │ │ ├── README.md │ │ │ │ ├── preprocess_race.py │ │ │ │ └── race.yaml │ │ │ ├── realtoxicityprompts │ │ │ │ ├── metric.py │ │ │ │ └── realtoxicityprompts.yaml │ │ │ ├── sciq │ │ │ │ ├── README.md │ │ │ │ └── sciq.yaml │ │ │ ├── squad.py │ │ │ ├── storycloze │ │ │ │ ├── README.md │ │ │ │ ├── storycloze_2016.yaml │ │ │ │ └── storycloze_2018.yaml │ │ │ ├── super_glue │ │ │ │ ├── README.md │ │ │ │ ├── boolq │ │ │ │ │ ├── default.yaml │ │ │ │ │ ├── seq2seq.yaml │ │ │ │ │ └── t5-prompt.yaml │ │ │ │ ├── cb │ │ │ │ │ ├── aggregate.py │ │ │ │ │ ├── default.yaml │ │ │ │ │ ├── t5-prompt.yaml │ │ │ │ │ └── t5_utils.py │ │ │ │ ├── copa │ │ │ │ │ ├── default.yaml │ │ │ │ │ ├── t5-prompt.yaml │ │ │ │ │ └── utils.py │ │ │ │ ├── multirc │ │ │ │ │ ├── default.yaml │ │ │ │ │ ├── t5-prompt.yaml │ │ │ │ │ └── t5_utils.py │ │ │ │ ├── record │ │ │ │ │ ├── default.yaml │ │ │ │ │ ├── t5-prompt.yaml │ │ │ │ │ ├── t5_utils.py │ │ │ │ │ └── util.py │ │ │ │ ├── rte │ │ │ │ │ ├── default.yaml │ │ │ │ │ └── t5-prompt.yaml │ │ │ │ ├── wic │ │ │ │ │ ├── default.yaml │ │ │ │ │ └── t5-prompt.yaml │ │ │ │ └── wsc │ │ │ │ │ ├── default.yaml │ │ │ │ │ ├── preprocess_wsc.py │ │ │ │ │ ├── t5-prompt.yaml │ │ │ │ │ └── t5_utils.py │ │ │ ├── swag │ │ │ │ ├── README.md │ │ │ │ └── swag.yaml │ │ │ ├── toxigen │ │ │ │ ├── README.md │ │ │ │ ├── toxigen.yaml │ │ │ │ └── utils.py │ │ │ ├── translation │ │ │ │ ├── README.md │ │ │ │ ├── iwslt2017_ar-en.yaml │ │ │ │ ├── iwslt2017_en-ar.yaml │ │ │ │ ├── utils.py │ │ │ │ ├── wmt14_en-fr.yaml │ │ │ │ ├── wmt14_fr-en.yaml │ │ │ │ ├── wmt16_de-en.yaml │ │ │ │ ├── wmt16_en-de.yaml │ │ │ │ ├── wmt16_en-ro.yaml │ │ │ │ ├── wmt16_ro-en.yaml │ │ │ │ └── wmt_common_yaml │ │ │ ├── triviaqa │ │ │ │ ├── README.md │ │ │ │ └── default.yaml │ │ │ ├── truthfulqa │ │ │ │ ├── README.md │ │ │ │ ├── truthfulqa_gen.yaml │ │ │ │ ├── truthfulqa_mc1.yaml │ │ │ │ ├── truthfulqa_mc2.yaml │ │ │ │ └── utils.py │ │ │ ├── unscramble │ │ │ │ ├── README.md │ │ │ │ ├── anagrams1.yaml │ │ │ │ ├── anagrams2.yaml │ │ │ │ ├── cycle_letters.yaml │ │ │ │ ├── random_insertion.yaml │ │ │ │ └── reversed_words.yaml │ │ │ ├── webqs │ │ │ │ ├── README.md │ │ │ │ ├── utils.py │ │ │ │ └── webqs.yaml │ │ │ ├── wikitext │ │ │ │ ├── README.md │ │ │ │ ├── preprocess_wikitext.py │ │ │ │ └── wikitext.yaml │ │ │ ├── winogrande │ │ │ │ ├── README.md │ │ │ │ ├── default.yaml │ │ │ │ └── preprocess_winogrande.py │ │ │ ├── wmt2016 │ │ │ │ ├── README.md │ │ │ │ ├── metrics.py │ │ │ │ └── ro_en-t5_prompt.yaml │ │ │ ├── wsc273 │ │ │ │ ├── README.md │ │ │ │ ├── default.yaml │ │ │ │ └── utils.py │ │ │ ├── xcopa │ │ │ │ ├── README.md │ │ │ │ ├── default_et.yaml │ │ │ │ ├── default_ht.yaml │ │ │ │ ├── default_id.yaml │ │ │ │ ├── default_it.yaml │ │ │ │ ├── default_qu.yaml │ │ │ │ ├── default_sw.yaml │ │ │ │ ├── default_ta.yaml │ │ │ │ ├── default_th.yaml │ │ │ │ ├── default_tr.yaml │ │ │ │ ├── default_vi.yaml │ │ │ │ ├── default_zh.yaml │ │ │ │ └── utils.py │ │ │ ├── xnli │ │ │ │ ├── README.md │ │ │ │ ├── utils.py │ │ │ │ ├── xnli_ar.yaml │ │ │ │ ├── xnli_bg.yaml │ │ │ │ ├── xnli_common_yaml │ │ │ │ ├── xnli_de.yaml │ │ │ │ ├── xnli_el.yaml │ │ │ │ ├── xnli_en.yaml │ │ │ │ ├── xnli_es.yaml │ │ │ │ ├── xnli_fr.yaml │ │ │ │ ├── xnli_hi.yaml │ │ │ │ ├── xnli_ru.yaml │ │ │ │ ├── xnli_sw.yaml │ │ │ │ ├── xnli_th.yaml │ │ │ │ ├── xnli_tr.yaml │ │ │ │ ├── xnli_ur.yaml │ │ │ │ ├── xnli_vi.yaml │ │ │ │ └── xnli_zh.yaml │ │ │ ├── xstorycloze │ │ │ │ ├── README.md │ │ │ │ ├── default_ar.yaml │ │ │ │ ├── default_en.yaml │ │ │ │ ├── default_es.yaml │ │ │ │ ├── default_eu.yaml │ │ │ │ ├── default_hi.yaml │ │ │ │ ├── default_id.yaml │ │ │ │ ├── default_my.yaml │ │ │ │ ├── default_ru.yaml │ │ │ │ ├── default_sw.yaml │ │ │ │ ├── default_te.yaml │ │ │ │ └── default_zh.yaml │ │ │ └── xwinograd │ │ │ │ ├── README.md │ │ │ │ ├── utils.py │ │ │ │ ├── xwinograd_common_yaml │ │ │ │ ├── xwinograd_en.yaml │ │ │ │ ├── xwinograd_fr.yaml │ │ │ │ ├── xwinograd_jp.yaml │ │ │ │ ├── xwinograd_pt.yaml │ │ │ │ ├── xwinograd_ru.yaml │ │ │ │ └── xwinograd_zh.yaml │ │ └── utils.py │ │ ├── mypy.ini │ │ ├── pile_statistics.json │ │ ├── pyproject.toml │ │ ├── requirements.txt │ │ ├── scripts │ │ ├── __init__.py │ │ ├── build_benchmark.py │ │ ├── clean_training_data │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── compress_and_package.py │ │ │ ├── generate_13_grams.py │ │ │ ├── investigate_pile.py │ │ │ ├── janitor_util.cpp │ │ │ ├── process_sorted_buckets.py │ │ │ └── sort_13_gram_buckets.py │ │ ├── cost_estimate.py │ │ ├── get_prompts.py │ │ ├── make_gpt2_test_cases.py │ │ ├── make_table_results.py │ │ ├── make_table_tasks.py │ │ ├── regression.py │ │ └── write_out.py │ │ ├── setup.py │ │ ├── templates │ │ └── new_yaml_task │ │ │ ├── README.md │ │ │ └── blank_yaml.yaml │ │ └── tests │ │ ├── __init__.py │ │ ├── models │ │ └── test_huggingface.py │ │ ├── test_evaluator.py │ │ ├── test_janitor.py │ │ ├── test_misc.py │ │ ├── test_tasks.py │ │ ├── test_utils.py │ │ ├── testdata │ │ ├── anagrams1-v0-greedy_until │ │ ├── anagrams1-v0-res.json │ │ ├── anagrams2-v0-greedy_until │ │ ├── anagrams2-v0-res.json │ │ ├── anli_r1-v0-loglikelihood │ │ ├── anli_r1-v0-res.json │ │ ├── anli_r2-v0-loglikelihood │ │ ├── anli_r2-v0-res.json │ │ ├── anli_r3-v0-loglikelihood │ │ ├── anli_r3-v0-res.json │ │ ├── arc_challenge-v0-loglikelihood │ │ ├── arc_challenge-v0-res.json │ │ ├── arc_challenge-v2.0-loglikelihood │ │ ├── arc_challenge-v2.0-res.json │ │ ├── arc_easy-v0-loglikelihood │ │ ├── arc_easy-v0-res.json │ │ ├── arithmetic_1dc-v0-loglikelihood │ │ ├── arithmetic_1dc-v0-res.json │ │ ├── arithmetic_2da-v0-loglikelihood │ │ ├── arithmetic_2da-v0-res.json │ │ ├── arithmetic_2dm-v0-loglikelihood │ │ ├── arithmetic_2dm-v0-res.json │ │ ├── arithmetic_2ds-v0-loglikelihood │ │ ├── arithmetic_2ds-v0-res.json │ │ ├── arithmetic_3da-v0-loglikelihood │ │ ├── arithmetic_3da-v0-res.json │ │ ├── arithmetic_3ds-v0-loglikelihood │ │ ├── arithmetic_3ds-v0-res.json │ │ ├── arithmetic_4da-v0-loglikelihood │ │ ├── arithmetic_4da-v0-res.json │ │ ├── arithmetic_4ds-v0-loglikelihood │ │ ├── arithmetic_4ds-v0-res.json │ │ ├── arithmetic_5da-v0-loglikelihood │ │ ├── arithmetic_5da-v0-res.json │ │ ├── arithmetic_5ds-v0-loglikelihood │ │ ├── arithmetic_5ds-v0-res.json │ │ ├── blimp_adjunct_island-v0-loglikelihood │ │ ├── blimp_adjunct_island-v0-res.json │ │ ├── blimp_anaphor_gender_agreement-v0-loglikelihood │ │ ├── blimp_anaphor_gender_agreement-v0-res.json │ │ ├── blimp_anaphor_number_agreement-v0-loglikelihood │ │ ├── blimp_anaphor_number_agreement-v0-res.json │ │ ├── blimp_animate_subject_passive-v0-loglikelihood │ │ ├── blimp_animate_subject_passive-v0-res.json │ │ ├── blimp_animate_subject_trans-v0-loglikelihood │ │ ├── blimp_animate_subject_trans-v0-res.json │ │ ├── blimp_causative-v0-loglikelihood │ │ ├── blimp_causative-v0-res.json │ │ ├── blimp_complex_NP_island-v0-loglikelihood │ │ ├── blimp_complex_NP_island-v0-res.json │ │ ├── blimp_coordinate_structure_constraint_complex_left_branch-v0-loglikelihood │ │ ├── blimp_coordinate_structure_constraint_complex_left_branch-v0-res.json │ │ ├── blimp_coordinate_structure_constraint_object_extraction-v0-loglikelihood │ │ ├── blimp_coordinate_structure_constraint_object_extraction-v0-res.json │ │ ├── blimp_determiner_noun_agreement_1-v0-loglikelihood │ │ ├── blimp_determiner_noun_agreement_1-v0-res.json │ │ ├── blimp_determiner_noun_agreement_2-v0-loglikelihood │ │ ├── blimp_determiner_noun_agreement_2-v0-res.json │ │ ├── blimp_determiner_noun_agreement_irregular_1-v0-loglikelihood │ │ ├── blimp_determiner_noun_agreement_irregular_1-v0-res.json │ │ ├── blimp_determiner_noun_agreement_irregular_2-v0-loglikelihood │ │ ├── blimp_determiner_noun_agreement_irregular_2-v0-res.json │ │ ├── blimp_determiner_noun_agreement_with_adj_2-v0-loglikelihood │ │ ├── blimp_determiner_noun_agreement_with_adj_2-v0-res.json │ │ ├── blimp_determiner_noun_agreement_with_adj_irregular_1-v0-loglikelihood │ │ ├── blimp_determiner_noun_agreement_with_adj_irregular_1-v0-res.json │ │ ├── blimp_determiner_noun_agreement_with_adj_irregular_2-v0-loglikelihood │ │ ├── blimp_determiner_noun_agreement_with_adj_irregular_2-v0-res.json │ │ ├── blimp_determiner_noun_agreement_with_adjective_1-v0-loglikelihood │ │ ├── blimp_determiner_noun_agreement_with_adjective_1-v0-res.json │ │ ├── blimp_distractor_agreement_relational_noun-v0-loglikelihood │ │ ├── blimp_distractor_agreement_relational_noun-v0-res.json │ │ ├── blimp_distractor_agreement_relative_clause-v0-loglikelihood │ │ ├── blimp_distractor_agreement_relative_clause-v0-res.json │ │ ├── blimp_drop_argument-v0-loglikelihood │ │ ├── blimp_drop_argument-v0-res.json │ │ ├── blimp_ellipsis_n_bar_1-v0-loglikelihood │ │ ├── blimp_ellipsis_n_bar_1-v0-res.json │ │ ├── blimp_ellipsis_n_bar_2-v0-loglikelihood │ │ ├── blimp_ellipsis_n_bar_2-v0-res.json │ │ ├── blimp_existential_there_object_raising-v0-loglikelihood │ │ ├── blimp_existential_there_object_raising-v0-res.json │ │ ├── blimp_existential_there_quantifiers_1-v0-loglikelihood │ │ ├── blimp_existential_there_quantifiers_1-v0-res.json │ │ ├── blimp_existential_there_quantifiers_2-v0-loglikelihood │ │ ├── blimp_existential_there_quantifiers_2-v0-res.json │ │ ├── blimp_existential_there_subject_raising-v0-loglikelihood │ │ ├── blimp_existential_there_subject_raising-v0-res.json │ │ ├── blimp_expletive_it_object_raising-v0-loglikelihood │ │ ├── blimp_expletive_it_object_raising-v0-res.json │ │ ├── blimp_inchoative-v0-loglikelihood │ │ ├── blimp_inchoative-v0-res.json │ │ ├── blimp_intransitive-v0-loglikelihood │ │ ├── blimp_intransitive-v0-res.json │ │ ├── blimp_irregular_past_participle_adjectives-v0-loglikelihood │ │ ├── blimp_irregular_past_participle_adjectives-v0-res.json │ │ ├── blimp_irregular_past_participle_verbs-v0-loglikelihood │ │ ├── blimp_irregular_past_participle_verbs-v0-res.json │ │ ├── blimp_irregular_plural_subject_verb_agreement_1-v0-loglikelihood │ │ ├── blimp_irregular_plural_subject_verb_agreement_1-v0-res.json │ │ ├── blimp_irregular_plural_subject_verb_agreement_2-v0-loglikelihood │ │ ├── blimp_irregular_plural_subject_verb_agreement_2-v0-res.json │ │ ├── blimp_left_branch_island_echo_question-v0-loglikelihood │ │ ├── blimp_left_branch_island_echo_question-v0-res.json │ │ ├── blimp_left_branch_island_simple_question-v0-loglikelihood │ │ ├── blimp_left_branch_island_simple_question-v0-res.json │ │ ├── blimp_matrix_question_npi_licensor_present-v0-loglikelihood │ │ ├── blimp_matrix_question_npi_licensor_present-v0-res.json │ │ ├── blimp_npi_present_1-v0-loglikelihood │ │ ├── blimp_npi_present_1-v0-res.json │ │ ├── blimp_npi_present_2-v0-loglikelihood │ │ ├── blimp_npi_present_2-v0-res.json │ │ ├── blimp_only_npi_licensor_present-v0-loglikelihood │ │ ├── blimp_only_npi_licensor_present-v0-res.json │ │ ├── blimp_only_npi_scope-v0-loglikelihood │ │ ├── blimp_only_npi_scope-v0-res.json │ │ ├── blimp_passive_1-v0-loglikelihood │ │ ├── blimp_passive_1-v0-res.json │ │ ├── blimp_passive_2-v0-loglikelihood │ │ ├── blimp_passive_2-v0-res.json │ │ ├── blimp_principle_A_c_command-v0-loglikelihood │ │ ├── blimp_principle_A_c_command-v0-res.json │ │ ├── blimp_principle_A_case_1-v0-loglikelihood │ │ ├── blimp_principle_A_case_1-v0-res.json │ │ ├── blimp_principle_A_case_2-v0-loglikelihood │ │ ├── blimp_principle_A_case_2-v0-res.json │ │ ├── blimp_principle_A_domain_1-v0-loglikelihood │ │ ├── blimp_principle_A_domain_1-v0-res.json │ │ ├── blimp_principle_A_domain_2-v0-loglikelihood │ │ ├── blimp_principle_A_domain_2-v0-res.json │ │ ├── blimp_principle_A_domain_3-v0-loglikelihood │ │ ├── blimp_principle_A_domain_3-v0-res.json │ │ ├── blimp_principle_A_reconstruction-v0-loglikelihood │ │ ├── blimp_principle_A_reconstruction-v0-res.json │ │ ├── blimp_regular_plural_subject_verb_agreement_1-v0-loglikelihood │ │ ├── blimp_regular_plural_subject_verb_agreement_1-v0-res.json │ │ ├── blimp_regular_plural_subject_verb_agreement_2-v0-loglikelihood │ │ ├── blimp_regular_plural_subject_verb_agreement_2-v0-res.json │ │ ├── blimp_sentential_negation_npi_licensor_present-v0-loglikelihood │ │ ├── blimp_sentential_negation_npi_licensor_present-v0-res.json │ │ ├── blimp_sentential_negation_npi_scope-v0-loglikelihood │ │ ├── blimp_sentential_negation_npi_scope-v0-res.json │ │ ├── blimp_sentential_subject_island-v0-loglikelihood │ │ ├── blimp_sentential_subject_island-v0-res.json │ │ ├── blimp_superlative_quantifiers_1-v0-loglikelihood │ │ ├── blimp_superlative_quantifiers_1-v0-res.json │ │ ├── blimp_superlative_quantifiers_2-v0-loglikelihood │ │ ├── blimp_superlative_quantifiers_2-v0-res.json │ │ ├── blimp_tough_vs_raising_1-v0-loglikelihood │ │ ├── blimp_tough_vs_raising_1-v0-res.json │ │ ├── blimp_tough_vs_raising_2-v0-loglikelihood │ │ ├── blimp_tough_vs_raising_2-v0-res.json │ │ ├── blimp_transitive-v0-loglikelihood │ │ ├── blimp_transitive-v0-res.json │ │ ├── blimp_wh_island-v0-loglikelihood │ │ ├── blimp_wh_island-v0-res.json │ │ ├── blimp_wh_questions_object_gap-v0-loglikelihood │ │ ├── blimp_wh_questions_object_gap-v0-res.json │ │ ├── blimp_wh_questions_subject_gap-v0-loglikelihood │ │ ├── blimp_wh_questions_subject_gap-v0-res.json │ │ ├── blimp_wh_questions_subject_gap_long_distance-v0-loglikelihood │ │ ├── blimp_wh_questions_subject_gap_long_distance-v0-res.json │ │ ├── blimp_wh_vs_that_no_gap-v0-loglikelihood │ │ ├── blimp_wh_vs_that_no_gap-v0-res.json │ │ ├── blimp_wh_vs_that_no_gap_long_distance-v0-loglikelihood │ │ ├── blimp_wh_vs_that_no_gap_long_distance-v0-res.json │ │ ├── blimp_wh_vs_that_with_gap-v0-loglikelihood │ │ ├── blimp_wh_vs_that_with_gap-v0-res.json │ │ ├── blimp_wh_vs_that_with_gap_long_distance-v0-loglikelihood │ │ ├── blimp_wh_vs_that_with_gap_long_distance-v0-res.json │ │ ├── boolq-v0-loglikelihood │ │ ├── boolq-v0-res.json │ │ ├── boolq-v1-loglikelihood │ │ ├── boolq-v1-res.json │ │ ├── cb-v0-loglikelihood │ │ ├── cb-v0-res.json │ │ ├── cb-v1-loglikelihood │ │ ├── cb-v1-res.json │ │ ├── cola-v0-loglikelihood │ │ ├── cola-v0-res.json │ │ ├── copa-v0-loglikelihood │ │ ├── copa-v0-res.json │ │ ├── coqa-v0-greedy_until │ │ ├── coqa-v0-res.json │ │ ├── coqa-v1-greedy_until │ │ ├── coqa-v1-res.json │ │ ├── crows_pairs_english-v0-loglikelihood │ │ ├── crows_pairs_english-v0-res.json │ │ ├── crows_pairs_english_age-v0-loglikelihood │ │ ├── crows_pairs_english_age-v0-res.json │ │ ├── crows_pairs_english_autre-v0-loglikelihood │ │ ├── crows_pairs_english_autre-v0-res.json │ │ ├── crows_pairs_english_disability-v0-loglikelihood │ │ ├── crows_pairs_english_disability-v0-res.json │ │ ├── crows_pairs_english_gender-v0-loglikelihood │ │ ├── crows_pairs_english_gender-v0-res.json │ │ ├── crows_pairs_english_nationality-v0-loglikelihood │ │ ├── crows_pairs_english_nationality-v0-res.json │ │ ├── crows_pairs_english_physical_appearance-v0-loglikelihood │ │ ├── crows_pairs_english_physical_appearance-v0-res.json │ │ ├── crows_pairs_english_race_color-v0-loglikelihood │ │ ├── crows_pairs_english_race_color-v0-res.json │ │ ├── crows_pairs_english_religion-v0-loglikelihood │ │ ├── crows_pairs_english_religion-v0-res.json │ │ ├── crows_pairs_english_sexual_orientation-v0-loglikelihood │ │ ├── crows_pairs_english_sexual_orientation-v0-res.json │ │ ├── crows_pairs_english_socioeconomic-v0-loglikelihood │ │ ├── crows_pairs_english_socioeconomic-v0-res.json │ │ ├── crows_pairs_french-v0-loglikelihood │ │ ├── crows_pairs_french-v0-res.json │ │ ├── crows_pairs_french_age-v0-loglikelihood │ │ ├── crows_pairs_french_age-v0-res.json │ │ ├── crows_pairs_french_autre-v0-loglikelihood │ │ ├── crows_pairs_french_autre-v0-res.json │ │ ├── crows_pairs_french_disability-v0-loglikelihood │ │ ├── crows_pairs_french_disability-v0-res.json │ │ ├── crows_pairs_french_gender-v0-loglikelihood │ │ ├── crows_pairs_french_gender-v0-res.json │ │ ├── crows_pairs_french_nationality-v0-loglikelihood │ │ ├── crows_pairs_french_nationality-v0-res.json │ │ ├── crows_pairs_french_physical_appearance-v0-loglikelihood │ │ ├── crows_pairs_french_physical_appearance-v0-res.json │ │ ├── crows_pairs_french_race_color-v0-loglikelihood │ │ ├── crows_pairs_french_race_color-v0-res.json │ │ ├── crows_pairs_french_religion-v0-loglikelihood │ │ ├── crows_pairs_french_religion-v0-res.json │ │ ├── crows_pairs_french_sexual_orientation-v0-loglikelihood │ │ ├── crows_pairs_french_sexual_orientation-v0-res.json │ │ ├── crows_pairs_french_socioeconomic-v0-loglikelihood │ │ ├── crows_pairs_french_socioeconomic-v0-res.json │ │ ├── cycle_letters-v0-greedy_until │ │ ├── cycle_letters-v0-res.json │ │ ├── drop-v0-greedy_until │ │ ├── drop-v0-res.json │ │ ├── drop-v1-greedy_until │ │ ├── drop-v1-res.json │ │ ├── ethics_cm-v0-loglikelihood │ │ ├── ethics_cm-v0-res.json │ │ ├── ethics_deontology-v0-loglikelihood │ │ ├── ethics_deontology-v0-res.json │ │ ├── ethics_justice-v0-loglikelihood │ │ ├── ethics_justice-v0-res.json │ │ ├── ethics_utilitarianism-v0-loglikelihood │ │ ├── ethics_utilitarianism-v0-res.json │ │ ├── ethics_utilitarianism_original-v0-loglikelihood │ │ ├── ethics_utilitarianism_original-v0-res.json │ │ ├── ethics_virtue-v0-loglikelihood │ │ ├── ethics_virtue-v0-res.json │ │ ├── gpt3_test_0deb8e9bde8e8327bbc48157f638ff3ba06b0cd816dad2beb8ad90f7fbe795c7.pkl │ │ ├── gpt3_test_8025023377febbd8c5f2b9f26705c394ff375d0cad7c89c10fd9b8e1eb66ff1c.pkl │ │ ├── gpt3_test_bb2cc49115e88788ed870ad0716eb00b280a885f91c7ed6e1e864435e5e2b6ac.pkl │ │ ├── gpt3_test_cfd11f555a5a63b6dfa114a55a932e51b724cdd44d4842586b9ce37260bf7aaa.pkl │ │ ├── gpt3_test_f307d52964c295e2005c5e782b688c24388e0cecadf29f1e6fc7f394236ea9c0.pkl │ │ ├── gsm8k-v0-greedy_until │ │ ├── gsm8k-v0-res.json │ │ ├── headqa-v0-loglikelihood │ │ ├── headqa-v0-res.json │ │ ├── headqa_en-v0-loglikelihood │ │ ├── headqa_en-v0-res.json │ │ ├── headqa_es-v0-loglikelihood │ │ ├── headqa_es-v0-res.json │ │ ├── hellaswag-v0-loglikelihood │ │ ├── hellaswag-v0-res.json │ │ ├── hendrycksTest-abstract_algebra-v0-loglikelihood │ │ ├── hendrycksTest-abstract_algebra-v0-res.json │ │ ├── hendrycksTest-anatomy-v0-loglikelihood │ │ ├── hendrycksTest-anatomy-v0-res.json │ │ ├── hendrycksTest-astronomy-v0-loglikelihood │ │ ├── hendrycksTest-astronomy-v0-res.json │ │ ├── hendrycksTest-business_ethics-v0-loglikelihood │ │ ├── hendrycksTest-business_ethics-v0-res.json │ │ ├── hendrycksTest-clinical_knowledge-v0-loglikelihood │ │ ├── hendrycksTest-clinical_knowledge-v0-res.json │ │ ├── hendrycksTest-college_biology-v0-loglikelihood │ │ ├── hendrycksTest-college_biology-v0-res.json │ │ ├── hendrycksTest-college_chemistry-v0-loglikelihood │ │ ├── hendrycksTest-college_chemistry-v0-res.json │ │ ├── hendrycksTest-college_computer_science-v0-loglikelihood │ │ ├── hendrycksTest-college_computer_science-v0-res.json │ │ ├── hendrycksTest-college_mathematics-v0-loglikelihood │ │ ├── hendrycksTest-college_mathematics-v0-res.json │ │ ├── hendrycksTest-college_medicine-v0-loglikelihood │ │ ├── hendrycksTest-college_medicine-v0-res.json │ │ ├── hendrycksTest-college_physics-v0-loglikelihood │ │ ├── hendrycksTest-college_physics-v0-res.json │ │ ├── hendrycksTest-computer_security-v0-loglikelihood │ │ ├── hendrycksTest-computer_security-v0-res.json │ │ ├── hendrycksTest-conceptual_physics-v0-loglikelihood │ │ ├── hendrycksTest-conceptual_physics-v0-res.json │ │ ├── hendrycksTest-econometrics-v0-loglikelihood │ │ ├── hendrycksTest-econometrics-v0-res.json │ │ ├── hendrycksTest-electrical_engineering-v0-loglikelihood │ │ ├── hendrycksTest-electrical_engineering-v0-res.json │ │ ├── hendrycksTest-elementary_mathematics-v0-loglikelihood │ │ ├── hendrycksTest-elementary_mathematics-v0-res.json │ │ ├── hendrycksTest-formal_logic-v0-loglikelihood │ │ ├── hendrycksTest-formal_logic-v0-res.json │ │ ├── hendrycksTest-global_facts-v0-loglikelihood │ │ ├── hendrycksTest-global_facts-v0-res.json │ │ ├── hendrycksTest-high_school_biology-v0-loglikelihood │ │ ├── hendrycksTest-high_school_biology-v0-res.json │ │ ├── hendrycksTest-high_school_chemistry-v0-loglikelihood │ │ ├── hendrycksTest-high_school_chemistry-v0-res.json │ │ ├── hendrycksTest-high_school_computer_science-v0-loglikelihood │ │ ├── hendrycksTest-high_school_computer_science-v0-res.json │ │ ├── hendrycksTest-high_school_european_history-v0-loglikelihood │ │ ├── hendrycksTest-high_school_european_history-v0-res.json │ │ ├── hendrycksTest-high_school_geography-v0-loglikelihood │ │ ├── hendrycksTest-high_school_geography-v0-res.json │ │ ├── hendrycksTest-high_school_government_and_politics-v0-loglikelihood │ │ ├── hendrycksTest-high_school_government_and_politics-v0-res.json │ │ ├── hendrycksTest-high_school_macroeconomics-v0-loglikelihood │ │ ├── hendrycksTest-high_school_macroeconomics-v0-res.json │ │ ├── hendrycksTest-high_school_mathematics-v0-loglikelihood │ │ ├── hendrycksTest-high_school_mathematics-v0-res.json │ │ ├── hendrycksTest-high_school_microeconomics-v0-loglikelihood │ │ ├── hendrycksTest-high_school_microeconomics-v0-res.json │ │ ├── hendrycksTest-high_school_physics-v0-loglikelihood │ │ ├── hendrycksTest-high_school_physics-v0-res.json │ │ ├── hendrycksTest-high_school_psychology-v0-loglikelihood │ │ ├── hendrycksTest-high_school_psychology-v0-res.json │ │ ├── hendrycksTest-high_school_statistics-v0-loglikelihood │ │ ├── hendrycksTest-high_school_statistics-v0-res.json │ │ ├── hendrycksTest-high_school_us_history-v0-loglikelihood │ │ ├── hendrycksTest-high_school_us_history-v0-res.json │ │ ├── hendrycksTest-high_school_world_history-v0-loglikelihood │ │ ├── hendrycksTest-high_school_world_history-v0-res.json │ │ ├── hendrycksTest-human_aging-v0-loglikelihood │ │ ├── hendrycksTest-human_aging-v0-res.json │ │ ├── hendrycksTest-human_sexuality-v0-loglikelihood │ │ ├── hendrycksTest-human_sexuality-v0-res.json │ │ ├── hendrycksTest-international_law-v0-loglikelihood │ │ ├── hendrycksTest-international_law-v0-res.json │ │ ├── hendrycksTest-jurisprudence-v0-loglikelihood │ │ ├── hendrycksTest-jurisprudence-v0-res.json │ │ ├── hendrycksTest-logical_fallacies-v0-loglikelihood │ │ ├── hendrycksTest-logical_fallacies-v0-res.json │ │ ├── hendrycksTest-machine_learning-v0-loglikelihood │ │ ├── hendrycksTest-machine_learning-v0-res.json │ │ ├── hendrycksTest-management-v0-loglikelihood │ │ ├── hendrycksTest-management-v0-res.json │ │ ├── hendrycksTest-marketing-v0-loglikelihood │ │ ├── hendrycksTest-marketing-v0-res.json │ │ ├── hendrycksTest-medical_genetics-v0-loglikelihood │ │ ├── hendrycksTest-medical_genetics-v0-res.json │ │ ├── hendrycksTest-miscellaneous-v0-loglikelihood │ │ ├── hendrycksTest-miscellaneous-v0-res.json │ │ ├── hendrycksTest-moral_disputes-v0-loglikelihood │ │ ├── hendrycksTest-moral_disputes-v0-res.json │ │ ├── hendrycksTest-moral_scenarios-v0-loglikelihood │ │ ├── hendrycksTest-moral_scenarios-v0-res.json │ │ ├── hendrycksTest-nutrition-v0-loglikelihood │ │ ├── hendrycksTest-nutrition-v0-res.json │ │ ├── hendrycksTest-philosophy-v0-loglikelihood │ │ ├── hendrycksTest-philosophy-v0-res.json │ │ ├── hendrycksTest-prehistory-v0-loglikelihood │ │ ├── hendrycksTest-prehistory-v0-res.json │ │ ├── hendrycksTest-professional_accounting-v0-loglikelihood │ │ ├── hendrycksTest-professional_accounting-v0-res.json │ │ ├── hendrycksTest-professional_law-v0-loglikelihood │ │ ├── hendrycksTest-professional_law-v0-res.json │ │ ├── hendrycksTest-professional_medicine-v0-loglikelihood │ │ ├── hendrycksTest-professional_medicine-v0-res.json │ │ ├── hendrycksTest-professional_psychology-v0-loglikelihood │ │ ├── hendrycksTest-professional_psychology-v0-res.json │ │ ├── hendrycksTest-public_relations-v0-loglikelihood │ │ ├── hendrycksTest-public_relations-v0-res.json │ │ ├── hendrycksTest-security_studies-v0-loglikelihood │ │ ├── hendrycksTest-security_studies-v0-res.json │ │ ├── hendrycksTest-sociology-v0-loglikelihood │ │ ├── hendrycksTest-sociology-v0-res.json │ │ ├── hendrycksTest-us_foreign_policy-v0-loglikelihood │ │ ├── hendrycksTest-us_foreign_policy-v0-res.json │ │ ├── hendrycksTest-virology-v0-loglikelihood │ │ ├── hendrycksTest-virology-v0-res.json │ │ ├── hendrycksTest-world_religions-v0-loglikelihood │ │ ├── hendrycksTest-world_religions-v0-res.json │ │ ├── iwslt17-ar-en-v0-greedy_until │ │ ├── iwslt17-ar-en-v0-res.json │ │ ├── iwslt17-en-ar-v0-greedy_until │ │ ├── iwslt17-en-ar-v0-res.json │ │ ├── lambada-v0-loglikelihood │ │ ├── lambada-v0-res.json │ │ ├── lambada_cloze-v0-loglikelihood │ │ ├── lambada_cloze-v0-res.json │ │ ├── lambada_mt_de-v0-loglikelihood │ │ ├── lambada_mt_de-v0-res.json │ │ ├── lambada_mt_en-v0-loglikelihood │ │ ├── lambada_mt_en-v0-res.json │ │ ├── lambada_mt_es-v0-loglikelihood │ │ ├── lambada_mt_es-v0-res.json │ │ ├── lambada_mt_fr-v0-loglikelihood │ │ ├── lambada_mt_fr-v0-res.json │ │ ├── lambada_mt_it-v0-loglikelihood │ │ ├── lambada_mt_it-v0-res.json │ │ ├── lambada_openai-v0-loglikelihood │ │ ├── lambada_openai-v0-res.json │ │ ├── lambada_openai-v2.0-loglikelihood │ │ ├── lambada_openai-v2.0-res.json │ │ ├── lambada_openai_cloze-v0-loglikelihood │ │ ├── lambada_openai_cloze-v0-res.json │ │ ├── lambada_openai_mt_de-v0-loglikelihood │ │ ├── lambada_openai_mt_de-v0-res.json │ │ ├── lambada_openai_mt_en-v0-loglikelihood │ │ ├── lambada_openai_mt_en-v0-res.json │ │ ├── lambada_openai_mt_es-v0-loglikelihood │ │ ├── lambada_openai_mt_es-v0-res.json │ │ ├── lambada_openai_mt_fr-v0-loglikelihood │ │ ├── lambada_openai_mt_fr-v0-res.json │ │ ├── lambada_openai_mt_it-v0-loglikelihood │ │ ├── lambada_openai_mt_it-v0-res.json │ │ ├── lambada_standard-v0-loglikelihood │ │ ├── lambada_standard-v0-res.json │ │ ├── lambada_standard_cloze-v0-loglikelihood │ │ ├── lambada_standard_cloze-v0-res.json │ │ ├── logiqa-v0-loglikelihood │ │ ├── logiqa-v0-res.json │ │ ├── math_algebra-v0-greedy_until │ │ ├── math_algebra-v0-res.json │ │ ├── math_algebra-v1-greedy_until │ │ ├── math_algebra-v1-res.json │ │ ├── math_counting_and_prob-v0-greedy_until │ │ ├── math_counting_and_prob-v0-res.json │ │ ├── math_counting_and_prob-v1-greedy_until │ │ ├── math_counting_and_prob-v1-res.json │ │ ├── math_geometry-v0-greedy_until │ │ ├── math_geometry-v0-res.json │ │ ├── math_geometry-v1-greedy_until │ │ ├── math_geometry-v1-res.json │ │ ├── math_intermediate_algebra-v0-greedy_until │ │ ├── math_intermediate_algebra-v0-res.json │ │ ├── math_intermediate_algebra-v1-greedy_until │ │ ├── math_intermediate_algebra-v1-res.json │ │ ├── math_num_theory-v0-greedy_until │ │ ├── math_num_theory-v0-res.json │ │ ├── math_num_theory-v1-greedy_until │ │ ├── math_num_theory-v1-res.json │ │ ├── math_prealgebra-v0-greedy_until │ │ ├── math_prealgebra-v0-res.json │ │ ├── math_prealgebra-v1-greedy_until │ │ ├── math_prealgebra-v1-res.json │ │ ├── math_precalc-v0-greedy_until │ │ ├── math_precalc-v0-res.json │ │ ├── math_precalc-v1-greedy_until │ │ ├── math_precalc-v1-res.json │ │ ├── mathqa-v0-loglikelihood │ │ ├── mathqa-v0-res.json │ │ ├── mc_taco-v0-loglikelihood │ │ ├── mc_taco-v0-res.json │ │ ├── mnli-v0-loglikelihood │ │ ├── mnli-v0-res.json │ │ ├── mnli_mismatched-v0-loglikelihood │ │ ├── mnli_mismatched-v0-res.json │ │ ├── mrpc-v0-loglikelihood │ │ ├── mrpc-v0-res.json │ │ ├── multirc-v0-loglikelihood │ │ ├── multirc-v0-res.json │ │ ├── multirc-v1-loglikelihood │ │ ├── multirc-v1-res.json │ │ ├── mutual-v0-loglikelihood │ │ ├── mutual-v0-res.json │ │ ├── mutual-v1-loglikelihood │ │ ├── mutual-v1-res.json │ │ ├── mutual_plus-v0-loglikelihood │ │ ├── mutual_plus-v0-res.json │ │ ├── mutual_plus-v1-loglikelihood │ │ ├── mutual_plus-v1-res.json │ │ ├── openbookqa-v0-loglikelihood │ │ ├── openbookqa-v0-res.json │ │ ├── pile_arxiv-v0-loglikelihood_rolling │ │ ├── pile_arxiv-v0-res.json │ │ ├── pile_arxiv-v1-loglikelihood_rolling │ │ ├── pile_arxiv-v1-res.json │ │ ├── pile_bookcorpus2-v0-loglikelihood_rolling │ │ ├── pile_bookcorpus2-v0-res.json │ │ ├── pile_bookcorpus2-v1-loglikelihood_rolling │ │ ├── pile_bookcorpus2-v1-res.json │ │ ├── pile_books3-v0-loglikelihood_rolling │ │ ├── pile_books3-v0-res.json │ │ ├── pile_books3-v1-loglikelihood_rolling │ │ ├── pile_books3-v1-res.json │ │ ├── pile_dm-mathematics-v0-loglikelihood_rolling │ │ ├── pile_dm-mathematics-v0-res.json │ │ ├── pile_dm-mathematics-v1-loglikelihood_rolling │ │ ├── pile_dm-mathematics-v1-res.json │ │ ├── pile_enron-v0-loglikelihood_rolling │ │ ├── pile_enron-v0-res.json │ │ ├── pile_enron-v1-loglikelihood_rolling │ │ ├── pile_enron-v1-res.json │ │ ├── pile_europarl-v0-loglikelihood_rolling │ │ ├── pile_europarl-v0-res.json │ │ ├── pile_europarl-v1-loglikelihood_rolling │ │ ├── pile_europarl-v1-res.json │ │ ├── pile_freelaw-v0-loglikelihood_rolling │ │ ├── pile_freelaw-v0-res.json │ │ ├── pile_freelaw-v1-loglikelihood_rolling │ │ ├── pile_freelaw-v1-res.json │ │ ├── pile_github-v0-loglikelihood_rolling │ │ ├── pile_github-v0-res.json │ │ ├── pile_github-v1-loglikelihood_rolling │ │ ├── pile_github-v1-res.json │ │ ├── pile_gutenberg-v0-loglikelihood_rolling │ │ ├── pile_gutenberg-v0-res.json │ │ ├── pile_gutenberg-v1-loglikelihood_rolling │ │ ├── pile_gutenberg-v1-res.json │ │ ├── pile_hackernews-v0-loglikelihood_rolling │ │ ├── pile_hackernews-v0-res.json │ │ ├── pile_hackernews-v1-loglikelihood_rolling │ │ ├── pile_hackernews-v1-res.json │ │ ├── pile_nih-exporter-v0-loglikelihood_rolling │ │ ├── pile_nih-exporter-v0-res.json │ │ ├── pile_nih-exporter-v1-loglikelihood_rolling │ │ ├── pile_nih-exporter-v1-res.json │ │ ├── pile_opensubtitles-v0-loglikelihood_rolling │ │ ├── pile_opensubtitles-v0-res.json │ │ ├── pile_opensubtitles-v1-loglikelihood_rolling │ │ ├── pile_opensubtitles-v1-res.json │ │ ├── pile_openwebtext2-v0-loglikelihood_rolling │ │ ├── pile_openwebtext2-v0-res.json │ │ ├── pile_openwebtext2-v1-loglikelihood_rolling │ │ ├── pile_openwebtext2-v1-res.json │ │ ├── pile_philpapers-v0-loglikelihood_rolling │ │ ├── pile_philpapers-v0-res.json │ │ ├── pile_philpapers-v1-loglikelihood_rolling │ │ ├── pile_philpapers-v1-res.json │ │ ├── pile_pile-cc-v0-loglikelihood_rolling │ │ ├── pile_pile-cc-v0-res.json │ │ ├── pile_pile-cc-v1-loglikelihood_rolling │ │ ├── pile_pile-cc-v1-res.json │ │ ├── pile_pubmed-abstracts-v0-loglikelihood_rolling │ │ ├── pile_pubmed-abstracts-v0-res.json │ │ ├── pile_pubmed-abstracts-v1-loglikelihood_rolling │ │ ├── pile_pubmed-abstracts-v1-res.json │ │ ├── pile_pubmed-central-v0-loglikelihood_rolling │ │ ├── pile_pubmed-central-v0-res.json │ │ ├── pile_pubmed-central-v1-loglikelihood_rolling │ │ ├── pile_pubmed-central-v1-res.json │ │ ├── pile_stackexchange-v0-loglikelihood_rolling │ │ ├── pile_stackexchange-v0-res.json │ │ ├── pile_stackexchange-v1-loglikelihood_rolling │ │ ├── pile_stackexchange-v1-res.json │ │ ├── pile_ubuntu-irc-v0-loglikelihood_rolling │ │ ├── pile_ubuntu-irc-v0-res.json │ │ ├── pile_ubuntu-irc-v1-loglikelihood_rolling │ │ ├── pile_ubuntu-irc-v1-res.json │ │ ├── pile_uspto-v0-loglikelihood_rolling │ │ ├── pile_uspto-v0-res.json │ │ ├── pile_uspto-v1-loglikelihood_rolling │ │ ├── pile_uspto-v1-res.json │ │ ├── pile_wikipedia-v0-loglikelihood_rolling │ │ ├── pile_wikipedia-v0-res.json │ │ ├── pile_wikipedia-v1-loglikelihood_rolling │ │ ├── pile_wikipedia-v1-res.json │ │ ├── pile_youtubesubtitles-v0-loglikelihood_rolling │ │ ├── pile_youtubesubtitles-v0-res.json │ │ ├── pile_youtubesubtitles-v1-loglikelihood_rolling │ │ ├── pile_youtubesubtitles-v1-res.json │ │ ├── piqa-v0-loglikelihood │ │ ├── piqa-v0-res.json │ │ ├── prost-v0-loglikelihood │ │ ├── prost-v0-res.json │ │ ├── pubmedqa-v0-loglikelihood │ │ ├── pubmedqa-v0-res.json │ │ ├── qa4mre_2011-v0-loglikelihood │ │ ├── qa4mre_2011-v0-res.json │ │ ├── qa4mre_2012-v0-loglikelihood │ │ ├── qa4mre_2012-v0-res.json │ │ ├── qa4mre_2013-v0-loglikelihood │ │ ├── qa4mre_2013-v0-res.json │ │ ├── qnli-v0-loglikelihood │ │ ├── qnli-v0-res.json │ │ ├── qqp-v0-loglikelihood │ │ ├── qqp-v0-res.json │ │ ├── race-v0-loglikelihood │ │ ├── race-v0-res.json │ │ ├── random_insertion-v0-greedy_until │ │ ├── random_insertion-v0-res.json │ │ ├── record-v0-loglikelihood │ │ ├── record-v0-res.json │ │ ├── reversed_words-v0-greedy_until │ │ ├── reversed_words-v0-res.json │ │ ├── rte-v0-loglikelihood │ │ ├── rte-v0-res.json │ │ ├── sciq-v0-loglikelihood │ │ ├── sciq-v0-res.json │ │ ├── squad2-v0-greedy_until │ │ ├── squad2-v0-loglikelihood │ │ ├── squad2-v0-res.json │ │ ├── squad2-v1-greedy_until │ │ ├── squad2-v1-loglikelihood │ │ ├── squad2-v1-res.json │ │ ├── sst-v0-loglikelihood │ │ ├── sst-v0-res.json │ │ ├── swag-v0-loglikelihood │ │ ├── swag-v0-res.json │ │ ├── textsynth_test_0a89c2739f9598b4be2674b0a8e43931d7f3f0b696970bcba31f9b52bdf12297.pkl │ │ ├── textsynth_test_0c1c14571add7903b89e588c8212572b95bb57b334fc0752c89a7e045a5f63ae.pkl │ │ ├── textsynth_test_3092d07756f3e1d010c07524cc8a2ecba7f0c19f9e39f2aaf2bf440bfe328004.pkl │ │ ├── textsynth_test_434076260b6af3a46b7a5eaceec3306a5872c400a3872f744280b237455a0f8e.pkl │ │ ├── textsynth_test_49c47ae40e11f349f2f6b492128188b1b2bc103a421c676ee4b2142a68b43516.pkl │ │ ├── textsynth_test_4fd8d66a6dad7f602b40e5d7dc298d6fe329299d086a4659743a41f4a4012659.pkl │ │ ├── textsynth_test_51b5302f157cf224f694ccad973f255ae19e9e061d533256bdf75b04e0a917ab.pkl │ │ ├── textsynth_test_6d6c62dd70caaa208712bf766deaf419cfac89538d4ab7745621e339394c0c23.pkl │ │ ├── textsynth_test_7209c4617547bfe17cb9e7f5f735fe35822d650aefdc5fbeeaf0c1724effbe09.pkl │ │ ├── textsynth_test_7afdc285388e51094e12645f305328c759574fa3ec9751631025f8ad5ebf9f3e.pkl │ │ ├── textsynth_test_9d5f33dbfe1e254928c89f5ed85e4c010d888065f55a8f1b863bc1eb0340a5f2.pkl │ │ ├── textsynth_test_abcbcba648d89e5d81a50511a6d24ddeb538de2ffe108c1370dd74ce6ac8038d.pkl │ │ ├── textsynth_test_b1cbb29666cce5e31a1e97695858137398a0885ca5d5d98f515404fb6aeb99e7.pkl │ │ ├── textsynth_test_e7ad1e9f52a39e1ddd1e50f3c57ffa4546728dd150a67c0a0ddc8675c04e15d1.pkl │ │ ├── textsynth_test_f4bfe4beb605bd52a8ab6be3c9293639e7e2261d98de58159d15ccb83131bf4e.pkl │ │ ├── toxigen-v0-loglikelihood │ │ ├── toxigen-v0-res.json │ │ ├── triviaqa-v0-loglikelihood │ │ ├── triviaqa-v0-res.json │ │ ├── triviaqa-v1-loglikelihood │ │ ├── triviaqa-v1-res.json │ │ ├── truthfulqa_gen-v0-greedy_until │ │ ├── truthfulqa_gen-v0-res.json │ │ ├── truthfulqa_gen-v1-greedy_until │ │ ├── truthfulqa_gen-v1-res.json │ │ ├── truthfulqa_mc-v0-loglikelihood │ │ ├── truthfulqa_mc-v0-res.json │ │ ├── truthfulqa_mc-v1-loglikelihood │ │ ├── truthfulqa_mc-v1-res.json │ │ ├── webqs-v0-loglikelihood │ │ ├── webqs-v0-res.json │ │ ├── wic-v0-loglikelihood │ │ ├── wic-v0-res.json │ │ ├── wikitext-v0-loglikelihood_rolling │ │ ├── wikitext-v0-res.json │ │ ├── wikitext-v1-loglikelihood_rolling │ │ ├── wikitext-v1-res.json │ │ ├── winogrande-v0-loglikelihood │ │ ├── winogrande-v0-res.json │ │ ├── wmt14-en-fr-v0-greedy_until │ │ ├── wmt14-en-fr-v0-res.json │ │ ├── wmt14-fr-en-v0-greedy_until │ │ ├── wmt14-fr-en-v0-res.json │ │ ├── wmt16-de-en-v0-greedy_until │ │ ├── wmt16-de-en-v0-res.json │ │ ├── wmt16-en-de-v0-greedy_until │ │ ├── wmt16-en-de-v0-res.json │ │ ├── wmt16-en-ro-v0-greedy_until │ │ ├── wmt16-en-ro-v0-res.json │ │ ├── wmt16-ro-en-v0-greedy_until │ │ ├── wmt16-ro-en-v0-res.json │ │ ├── wmt20-cs-en-v0-greedy_until │ │ ├── wmt20-cs-en-v0-res.json │ │ ├── wmt20-de-en-v0-greedy_until │ │ ├── wmt20-de-en-v0-res.json │ │ ├── wmt20-de-fr-v0-greedy_until │ │ ├── wmt20-de-fr-v0-res.json │ │ ├── wmt20-en-cs-v0-greedy_until │ │ ├── wmt20-en-cs-v0-res.json │ │ ├── wmt20-en-de-v0-greedy_until │ │ ├── wmt20-en-de-v0-res.json │ │ ├── wmt20-en-iu-v0-greedy_until │ │ ├── wmt20-en-iu-v0-res.json │ │ ├── wmt20-en-ja-v0-greedy_until │ │ ├── wmt20-en-ja-v0-res.json │ │ ├── wmt20-en-ja-v1-greedy_until │ │ ├── wmt20-en-ja-v1-res.json │ │ ├── wmt20-en-km-v0-greedy_until │ │ ├── wmt20-en-km-v0-res.json │ │ ├── wmt20-en-pl-v0-greedy_until │ │ ├── wmt20-en-pl-v0-res.json │ │ ├── wmt20-en-ps-v0-greedy_until │ │ ├── wmt20-en-ps-v0-res.json │ │ ├── wmt20-en-ru-v0-greedy_until │ │ ├── wmt20-en-ru-v0-res.json │ │ ├── wmt20-en-ta-v0-greedy_until │ │ ├── wmt20-en-ta-v0-res.json │ │ ├── wmt20-en-zh-v0-greedy_until │ │ ├── wmt20-en-zh-v0-res.json │ │ ├── wmt20-en-zh-v1-greedy_until │ │ ├── wmt20-en-zh-v1-res.json │ │ ├── wmt20-fr-de-v0-greedy_until │ │ ├── wmt20-fr-de-v0-res.json │ │ ├── wmt20-iu-en-v0-greedy_until │ │ ├── wmt20-iu-en-v0-res.json │ │ ├── wmt20-ja-en-v0-greedy_until │ │ ├── wmt20-ja-en-v0-res.json │ │ ├── wmt20-km-en-v0-greedy_until │ │ ├── wmt20-km-en-v0-res.json │ │ ├── wmt20-pl-en-v0-greedy_until │ │ ├── wmt20-pl-en-v0-res.json │ │ ├── wmt20-ps-en-v0-greedy_until │ │ ├── wmt20-ps-en-v0-res.json │ │ ├── wmt20-ru-en-v0-greedy_until │ │ ├── wmt20-ru-en-v0-res.json │ │ ├── wmt20-ta-en-v0-greedy_until │ │ ├── wmt20-ta-en-v0-res.json │ │ ├── wmt20-zh-en-v0-greedy_until │ │ ├── wmt20-zh-en-v0-res.json │ │ ├── wnli-v0-loglikelihood │ │ ├── wnli-v0-res.json │ │ ├── wnli-v1-loglikelihood │ │ ├── wnli-v1-res.json │ │ ├── wsc-v0-loglikelihood │ │ ├── wsc-v0-res.json │ │ ├── wsc273-v0-loglikelihood │ │ └── wsc273-v0-res.json │ │ ├── tests_master │ │ ├── test_description.py │ │ ├── test_generate_13_grams.py │ │ ├── test_models.py │ │ └── test_version_stable.py │ │ └── utils.py ├── LICENSE ├── __pycache__ │ ├── gptneox_attn_replace.cpython-39.pyc │ ├── llama_attn_replace.cpython-39.pyc │ ├── llama_attn_replace_sft.cpython-39.pyc │ ├── tree_filter_func.cpython-39.pyc │ ├── tree_filter_func_aggre.cpython-39.pyc │ └── tree_scanning.cpython-39.pyc ├── benchmarks │ └── alpaca_data.json ├── ds_configs │ ├── stage2.json │ └── stage3.json ├── eval.sh ├── exact_match │ └── exact_match.py ├── grootl_requirements.txt ├── lm_harness_eval.py ├── merge.sh ├── merge_lora_weights_and_save_hf_model.py ├── st_train.sh ├── streaming_llm │ ├── __init__.py │ ├── enable_streaming_llm.py │ ├── kv_cache.py │ ├── pos_shift │ │ ├── __init__.py │ │ ├── modify_falcon.py │ │ ├── modify_gpt_neox.py │ │ └── modify_llama.py │ └── utils.py ├── supervised-fine-tune.py ├── third-party │ └── TreeScanLan │ │ ├── .DS_Store │ │ ├── setup.py │ │ └── tree_scan_lan │ │ ├── _C.cpython-39-x86_64-linux-gnu.so │ │ ├── __pycache__ │ │ ├── tree_filter_core.cpython-39.pyc │ │ └── tree_filter_v2.cpython-39.pyc │ │ └── csrc │ │ ├── bfs.cu │ │ ├── bfs.h │ │ ├── boruvka.cu │ │ ├── boruvka.h │ │ ├── boruvka_rst.cu │ │ ├── boruvka_rst.h │ │ ├── mst.cu │ │ ├── mst.h │ │ ├── refine.cu │ │ ├── refine.h │ │ ├── rst.cu │ │ ├── rst.h │ │ └── vision.cpp ├── transformers │ ├── .DS_Store │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── activations.cpython-39.pyc │ │ ├── activations_tf.cpython-39.pyc │ │ ├── audio_utils.cpython-39.pyc │ │ ├── cache_utils.cpython-39.pyc │ │ ├── configuration_utils.cpython-39.pyc │ │ ├── convert_graph_to_onnx.cpython-39.pyc │ │ ├── convert_pytorch_checkpoint_to_tf2.cpython-39.pyc │ │ ├── convert_slow_tokenizer.cpython-39.pyc │ │ ├── convert_slow_tokenizers_checkpoints_to_fast.cpython-39.pyc │ │ ├── convert_tf_hub_seq_to_seq_bert_to_pytorch.cpython-39.pyc │ │ ├── debug_utils.cpython-39.pyc │ │ ├── deepspeed.cpython-39.pyc │ │ ├── dependency_versions_check.cpython-39.pyc │ │ ├── dependency_versions_table.cpython-39.pyc │ │ ├── dynamic_module_utils.cpython-39.pyc │ │ ├── feature_extraction_sequence_utils.cpython-39.pyc │ │ ├── feature_extraction_utils.cpython-39.pyc │ │ ├── file_utils.cpython-39.pyc │ │ ├── generation_flax_utils.cpython-39.pyc │ │ ├── generation_tf_utils.cpython-39.pyc │ │ ├── generation_utils.cpython-39.pyc │ │ ├── hf_argparser.cpython-39.pyc │ │ ├── hyperparameter_search.cpython-39.pyc │ │ ├── image_processing_utils.cpython-39.pyc │ │ ├── image_transforms.cpython-39.pyc │ │ ├── image_utils.cpython-39.pyc │ │ ├── keras_callbacks.cpython-39.pyc │ │ ├── modelcard.cpython-39.pyc │ │ ├── modeling_attn_mask_utils.cpython-39.pyc │ │ ├── modeling_flax_outputs.cpython-39.pyc │ │ ├── modeling_flax_pytorch_utils.cpython-39.pyc │ │ ├── modeling_flax_utils.cpython-39.pyc │ │ ├── modeling_outputs.cpython-39.pyc │ │ ├── modeling_tf_outputs.cpython-39.pyc │ │ ├── modeling_tf_pytorch_utils.cpython-39.pyc │ │ ├── modeling_tf_utils.cpython-39.pyc │ │ ├── modeling_utils.cpython-39.pyc │ │ ├── optimization.cpython-39.pyc │ │ ├── optimization_tf.cpython-39.pyc │ │ ├── processing_utils.cpython-39.pyc │ │ ├── pytorch_utils.cpython-39.pyc │ │ ├── safetensors_conversion.cpython-39.pyc │ │ ├── testing_utils.cpython-39.pyc │ │ ├── tf_utils.cpython-39.pyc │ │ ├── time_series_utils.cpython-39.pyc │ │ ├── tokenization_utils.cpython-39.pyc │ │ ├── tokenization_utils_base.cpython-39.pyc │ │ ├── tokenization_utils_fast.cpython-39.pyc │ │ ├── trainer.cpython-39.pyc │ │ ├── trainer_callback.cpython-39.pyc │ │ ├── trainer_pt_utils.cpython-39.pyc │ │ ├── trainer_seq2seq.cpython-39.pyc │ │ ├── trainer_utils.cpython-39.pyc │ │ ├── training_args.cpython-39.pyc │ │ ├── training_args_seq2seq.cpython-39.pyc │ │ └── training_args_tf.cpython-39.pyc │ ├── activations.py │ ├── activations_tf.py │ ├── audio_utils.py │ ├── benchmark │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── benchmark.cpython-39.pyc │ │ │ ├── benchmark_args.cpython-39.pyc │ │ │ ├── benchmark_args_tf.cpython-39.pyc │ │ │ ├── benchmark_args_utils.cpython-39.pyc │ │ │ ├── benchmark_tf.cpython-39.pyc │ │ │ └── benchmark_utils.cpython-39.pyc │ │ ├── benchmark.py │ │ ├── benchmark_args.py │ │ ├── benchmark_args_tf.py │ │ ├── benchmark_args_utils.py │ │ ├── benchmark_tf.py │ │ └── benchmark_utils.py │ ├── cache_utils.py │ ├── commands │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── add_new_model.cpython-39.pyc │ │ │ ├── add_new_model_like.cpython-39.pyc │ │ │ ├── convert.cpython-39.pyc │ │ │ ├── download.cpython-39.pyc │ │ │ ├── env.cpython-39.pyc │ │ │ ├── lfs.cpython-39.pyc │ │ │ ├── pt_to_tf.cpython-39.pyc │ │ │ ├── run.cpython-39.pyc │ │ │ ├── serving.cpython-39.pyc │ │ │ ├── train.cpython-39.pyc │ │ │ ├── transformers_cli.cpython-39.pyc │ │ │ └── user.cpython-39.pyc │ │ ├── add_new_model.py │ │ ├── add_new_model_like.py │ │ ├── convert.py │ │ ├── download.py │ │ ├── env.py │ │ ├── lfs.py │ │ ├── pt_to_tf.py │ │ ├── run.py │ │ ├── serving.py │ │ ├── train.py │ │ ├── transformers_cli.py │ │ └── user.py │ ├── configuration_utils.py │ ├── convert_graph_to_onnx.py │ ├── convert_pytorch_checkpoint_to_tf2.py │ ├── convert_slow_tokenizer.py │ ├── convert_slow_tokenizers_checkpoints_to_fast.py │ ├── convert_tf_hub_seq_to_seq_bert_to_pytorch.py │ ├── data │ │ ├── .DS_Store │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ └── data_collator.cpython-39.pyc │ │ ├── data_collator.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── glue.cpython-39.pyc │ │ │ │ ├── language_modeling.cpython-39.pyc │ │ │ │ └── squad.cpython-39.pyc │ │ │ ├── glue.py │ │ │ ├── language_modeling.py │ │ │ └── squad.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── squad_metrics.cpython-39.pyc │ │ │ └── squad_metrics.py │ │ └── processors │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── glue.cpython-39.pyc │ │ │ ├── squad.cpython-39.pyc │ │ │ ├── utils.cpython-39.pyc │ │ │ └── xnli.cpython-39.pyc │ │ │ ├── glue.py │ │ │ ├── squad.py │ │ │ ├── utils.py │ │ │ └── xnli.py │ ├── debug_utils.py │ ├── deepspeed.py │ ├── dependency_versions_check.py │ ├── dependency_versions_table.py │ ├── dynamic_module_utils.py │ ├── feature_extraction_sequence_utils.py │ ├── feature_extraction_utils.py │ ├── file_utils.py │ ├── generation │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── beam_constraints.cpython-39.pyc │ │ │ ├── beam_search.cpython-39.pyc │ │ │ ├── candidate_generator.cpython-39.pyc │ │ │ ├── configuration_utils.cpython-39.pyc │ │ │ ├── flax_logits_process.cpython-39.pyc │ │ │ ├── flax_utils.cpython-39.pyc │ │ │ ├── logits_process.cpython-39.pyc │ │ │ ├── stopping_criteria.cpython-39.pyc │ │ │ ├── streamers.cpython-39.pyc │ │ │ ├── tf_logits_process.cpython-39.pyc │ │ │ ├── tf_utils.cpython-39.pyc │ │ │ └── utils.cpython-39.pyc │ │ ├── beam_constraints.py │ │ ├── beam_search.py │ │ ├── candidate_generator.py │ │ ├── configuration_utils.py │ │ ├── flax_logits_process.py │ │ ├── flax_utils.py │ │ ├── logits_process.py │ │ ├── stopping_criteria.py │ │ ├── streamers.py │ │ ├── tf_logits_process.py │ │ ├── tf_utils.py │ │ └── utils.py │ ├── generation_flax_utils.py │ ├── generation_tf_utils.py │ ├── generation_utils.py │ ├── hf_argparser.py │ ├── hyperparameter_search.py │ ├── image_processing_utils.py │ ├── image_transforms.py │ ├── image_utils.py │ ├── integrations │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── aqlm.cpython-39.pyc │ │ │ ├── awq.cpython-39.pyc │ │ │ ├── bitsandbytes.cpython-39.pyc │ │ │ ├── deepspeed.cpython-39.pyc │ │ │ ├── integration_utils.cpython-39.pyc │ │ │ ├── peft.cpython-39.pyc │ │ │ ├── quanto.cpython-39.pyc │ │ │ └── tpu.cpython-39.pyc │ │ ├── aqlm.py │ │ ├── awq.py │ │ ├── bitsandbytes.py │ │ ├── deepspeed.py │ │ ├── integration_utils.py │ │ ├── peft.py │ │ ├── quanto.py │ │ └── tpu.py │ ├── keras_callbacks.py │ ├── kernels │ │ ├── .DS_Store │ │ ├── deformable_detr │ │ │ ├── cpu │ │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ │ └── ms_deform_attn_cpu.h │ │ │ ├── cuda │ │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ │ ├── ms_deform_attn_cuda.cuh │ │ │ │ ├── ms_deform_attn_cuda.h │ │ │ │ └── ms_deform_im2col_cuda.cuh │ │ │ ├── ms_deform_attn.h │ │ │ └── vision.cpp │ │ ├── deta │ │ │ ├── cpu │ │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ │ └── ms_deform_attn_cpu.h │ │ │ ├── cuda │ │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ │ ├── ms_deform_attn_cuda.cuh │ │ │ │ ├── ms_deform_attn_cuda.h │ │ │ │ └── ms_deform_im2col_cuda.cuh │ │ │ ├── ms_deform_attn.h │ │ │ └── vision.cpp │ │ ├── mra │ │ │ ├── cuda_kernel.cu │ │ │ ├── cuda_kernel.h │ │ │ ├── cuda_launch.cu │ │ │ ├── cuda_launch.h │ │ │ └── torch_extension.cpp │ │ ├── rwkv │ │ │ ├── wkv_cuda.cu │ │ │ ├── wkv_cuda_bf16.cu │ │ │ └── wkv_op.cpp │ │ └── yoso │ │ │ ├── common.h │ │ │ ├── common_cuda.h │ │ │ ├── common_cuda_device.h │ │ │ ├── fast_lsh_cumulation.cu │ │ │ ├── fast_lsh_cumulation.h │ │ │ ├── fast_lsh_cumulation_cuda.cu │ │ │ ├── fast_lsh_cumulation_cuda.h │ │ │ └── fast_lsh_cumulation_torch.cpp │ ├── modelcard.py │ ├── modeling_attn_mask_utils.py │ ├── modeling_flax_outputs.py │ ├── modeling_flax_pytorch_utils.py │ ├── modeling_flax_utils.py │ ├── modeling_outputs.py │ ├── modeling_tf_outputs.py │ ├── modeling_tf_pytorch_utils.py │ ├── modeling_tf_utils.py │ ├── modeling_utils.py │ ├── models │ │ ├── .DS_Store │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-39.pyc │ │ ├── albert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_albert.cpython-39.pyc │ │ │ │ ├── convert_albert_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_albert.cpython-39.pyc │ │ │ │ ├── modeling_flax_albert.cpython-39.pyc │ │ │ │ ├── modeling_tf_albert.cpython-39.pyc │ │ │ │ ├── tokenization_albert.cpython-39.pyc │ │ │ │ └── tokenization_albert_fast.cpython-39.pyc │ │ │ ├── configuration_albert.py │ │ │ ├── convert_albert_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_albert.py │ │ │ ├── modeling_flax_albert.py │ │ │ ├── modeling_tf_albert.py │ │ │ ├── tokenization_albert.py │ │ │ └── tokenization_albert_fast.py │ │ ├── align │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_align.cpython-39.pyc │ │ │ │ ├── convert_align_tf_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_align.cpython-39.pyc │ │ │ │ └── processing_align.cpython-39.pyc │ │ │ ├── configuration_align.py │ │ │ ├── convert_align_tf_to_hf.py │ │ │ ├── modeling_align.py │ │ │ └── processing_align.py │ │ ├── altclip │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_altclip.cpython-39.pyc │ │ │ │ ├── modeling_altclip.cpython-39.pyc │ │ │ │ └── processing_altclip.cpython-39.pyc │ │ │ ├── configuration_altclip.py │ │ │ ├── modeling_altclip.py │ │ │ └── processing_altclip.py │ │ ├── audio_spectrogram_transformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_audio_spectrogram_transformer.cpython-39.pyc │ │ │ │ ├── convert_audio_spectrogram_transformer_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_audio_spectrogram_transformer.cpython-39.pyc │ │ │ │ └── modeling_audio_spectrogram_transformer.cpython-39.pyc │ │ │ ├── configuration_audio_spectrogram_transformer.py │ │ │ ├── convert_audio_spectrogram_transformer_original_to_pytorch.py │ │ │ ├── feature_extraction_audio_spectrogram_transformer.py │ │ │ └── modeling_audio_spectrogram_transformer.py │ │ ├── auto │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── auto_factory.cpython-39.pyc │ │ │ │ ├── configuration_auto.cpython-39.pyc │ │ │ │ ├── feature_extraction_auto.cpython-39.pyc │ │ │ │ ├── image_processing_auto.cpython-39.pyc │ │ │ │ ├── modeling_auto.cpython-39.pyc │ │ │ │ ├── modeling_flax_auto.cpython-39.pyc │ │ │ │ ├── modeling_tf_auto.cpython-39.pyc │ │ │ │ ├── processing_auto.cpython-39.pyc │ │ │ │ └── tokenization_auto.cpython-39.pyc │ │ │ ├── auto_factory.py │ │ │ ├── configuration_auto.py │ │ │ ├── feature_extraction_auto.py │ │ │ ├── image_processing_auto.py │ │ │ ├── modeling_auto.py │ │ │ ├── modeling_flax_auto.py │ │ │ ├── modeling_tf_auto.py │ │ │ ├── processing_auto.py │ │ │ └── tokenization_auto.py │ │ ├── autoformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_autoformer.cpython-39.pyc │ │ │ │ └── modeling_autoformer.cpython-39.pyc │ │ │ ├── configuration_autoformer.py │ │ │ └── modeling_autoformer.py │ │ ├── bark │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bark.cpython-39.pyc │ │ │ │ ├── convert_suno_to_hf.cpython-39.pyc │ │ │ │ ├── generation_configuration_bark.cpython-39.pyc │ │ │ │ ├── modeling_bark.cpython-39.pyc │ │ │ │ └── processing_bark.cpython-39.pyc │ │ │ ├── configuration_bark.py │ │ │ ├── convert_suno_to_hf.py │ │ │ ├── generation_configuration_bark.py │ │ │ ├── modeling_bark.py │ │ │ └── processing_bark.py │ │ ├── bart │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bart.cpython-39.pyc │ │ │ │ ├── convert_bart_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_bart.cpython-39.pyc │ │ │ │ ├── modeling_flax_bart.cpython-39.pyc │ │ │ │ ├── modeling_tf_bart.cpython-39.pyc │ │ │ │ ├── tokenization_bart.cpython-39.pyc │ │ │ │ └── tokenization_bart_fast.cpython-39.pyc │ │ │ ├── configuration_bart.py │ │ │ ├── convert_bart_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_bart.py │ │ │ ├── modeling_flax_bart.py │ │ │ ├── modeling_tf_bart.py │ │ │ ├── tokenization_bart.py │ │ │ └── tokenization_bart_fast.py │ │ ├── barthez │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── tokenization_barthez.cpython-39.pyc │ │ │ │ └── tokenization_barthez_fast.cpython-39.pyc │ │ │ ├── tokenization_barthez.py │ │ │ └── tokenization_barthez_fast.py │ │ ├── bartpho │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── tokenization_bartpho.cpython-39.pyc │ │ │ └── tokenization_bartpho.py │ │ ├── beit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_beit.cpython-39.pyc │ │ │ │ ├── convert_beit_unilm_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_beit.cpython-39.pyc │ │ │ │ ├── image_processing_beit.cpython-39.pyc │ │ │ │ ├── modeling_beit.cpython-39.pyc │ │ │ │ └── modeling_flax_beit.cpython-39.pyc │ │ │ ├── configuration_beit.py │ │ │ ├── convert_beit_unilm_to_pytorch.py │ │ │ ├── feature_extraction_beit.py │ │ │ ├── image_processing_beit.py │ │ │ ├── modeling_beit.py │ │ │ └── modeling_flax_beit.py │ │ ├── bert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bert.cpython-39.pyc │ │ │ │ ├── convert_bert_original_tf2_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_bert_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_bert_pytorch_checkpoint_to_original_tf.cpython-39.pyc │ │ │ │ ├── convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_bert.cpython-39.pyc │ │ │ │ ├── modeling_flax_bert.cpython-39.pyc │ │ │ │ ├── modeling_tf_bert.cpython-39.pyc │ │ │ │ ├── tokenization_bert.cpython-39.pyc │ │ │ │ ├── tokenization_bert_fast.cpython-39.pyc │ │ │ │ └── tokenization_bert_tf.cpython-39.pyc │ │ │ ├── configuration_bert.py │ │ │ ├── convert_bert_original_tf2_checkpoint_to_pytorch.py │ │ │ ├── convert_bert_original_tf_checkpoint_to_pytorch.py │ │ │ ├── convert_bert_pytorch_checkpoint_to_original_tf.py │ │ │ ├── convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py │ │ │ ├── modeling_bert.py │ │ │ ├── modeling_flax_bert.py │ │ │ ├── modeling_tf_bert.py │ │ │ ├── tokenization_bert.py │ │ │ ├── tokenization_bert_fast.py │ │ │ └── tokenization_bert_tf.py │ │ ├── bert_generation │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bert_generation.cpython-39.pyc │ │ │ │ ├── modeling_bert_generation.cpython-39.pyc │ │ │ │ └── tokenization_bert_generation.cpython-39.pyc │ │ │ ├── configuration_bert_generation.py │ │ │ ├── modeling_bert_generation.py │ │ │ └── tokenization_bert_generation.py │ │ ├── bert_japanese │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── tokenization_bert_japanese.cpython-39.pyc │ │ │ └── tokenization_bert_japanese.py │ │ ├── bertweet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── tokenization_bertweet.cpython-39.pyc │ │ │ └── tokenization_bertweet.py │ │ ├── big_bird │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_big_bird.cpython-39.pyc │ │ │ │ ├── convert_bigbird_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_big_bird.cpython-39.pyc │ │ │ │ ├── modeling_flax_big_bird.cpython-39.pyc │ │ │ │ ├── tokenization_big_bird.cpython-39.pyc │ │ │ │ └── tokenization_big_bird_fast.cpython-39.pyc │ │ │ ├── configuration_big_bird.py │ │ │ ├── convert_bigbird_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_big_bird.py │ │ │ ├── modeling_flax_big_bird.py │ │ │ ├── tokenization_big_bird.py │ │ │ └── tokenization_big_bird_fast.py │ │ ├── bigbird_pegasus │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bigbird_pegasus.cpython-39.pyc │ │ │ │ ├── convert_bigbird_pegasus_tf_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_bigbird_pegasus.cpython-39.pyc │ │ │ ├── configuration_bigbird_pegasus.py │ │ │ ├── convert_bigbird_pegasus_tf_to_pytorch.py │ │ │ └── modeling_bigbird_pegasus.py │ │ ├── biogpt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_biogpt.cpython-39.pyc │ │ │ │ ├── convert_biogpt_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_biogpt.cpython-39.pyc │ │ │ │ └── tokenization_biogpt.cpython-39.pyc │ │ │ ├── configuration_biogpt.py │ │ │ ├── convert_biogpt_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_biogpt.py │ │ │ └── tokenization_biogpt.py │ │ ├── bit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bit.cpython-39.pyc │ │ │ │ ├── convert_bit_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_bit.cpython-39.pyc │ │ │ │ └── modeling_bit.cpython-39.pyc │ │ │ ├── configuration_bit.py │ │ │ ├── convert_bit_to_pytorch.py │ │ │ ├── image_processing_bit.py │ │ │ └── modeling_bit.py │ │ ├── blenderbot │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_blenderbot.cpython-39.pyc │ │ │ │ ├── convert_blenderbot_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_blenderbot.cpython-39.pyc │ │ │ │ ├── modeling_flax_blenderbot.cpython-39.pyc │ │ │ │ ├── modeling_tf_blenderbot.cpython-39.pyc │ │ │ │ ├── tokenization_blenderbot.cpython-39.pyc │ │ │ │ └── tokenization_blenderbot_fast.cpython-39.pyc │ │ │ ├── configuration_blenderbot.py │ │ │ ├── convert_blenderbot_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_blenderbot.py │ │ │ ├── modeling_flax_blenderbot.py │ │ │ ├── modeling_tf_blenderbot.py │ │ │ ├── tokenization_blenderbot.py │ │ │ └── tokenization_blenderbot_fast.py │ │ ├── blenderbot_small │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_blenderbot_small.cpython-39.pyc │ │ │ │ ├── modeling_blenderbot_small.cpython-39.pyc │ │ │ │ ├── modeling_flax_blenderbot_small.cpython-39.pyc │ │ │ │ ├── modeling_tf_blenderbot_small.cpython-39.pyc │ │ │ │ ├── tokenization_blenderbot_small.cpython-39.pyc │ │ │ │ └── tokenization_blenderbot_small_fast.cpython-39.pyc │ │ │ ├── configuration_blenderbot_small.py │ │ │ ├── modeling_blenderbot_small.py │ │ │ ├── modeling_flax_blenderbot_small.py │ │ │ ├── modeling_tf_blenderbot_small.py │ │ │ ├── tokenization_blenderbot_small.py │ │ │ └── tokenization_blenderbot_small_fast.py │ │ ├── blip │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_blip.cpython-39.pyc │ │ │ │ ├── convert_blip_original_pytorch_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_blip.cpython-39.pyc │ │ │ │ ├── modeling_blip.cpython-39.pyc │ │ │ │ ├── modeling_blip_text.cpython-39.pyc │ │ │ │ ├── modeling_tf_blip.cpython-39.pyc │ │ │ │ ├── modeling_tf_blip_text.cpython-39.pyc │ │ │ │ └── processing_blip.cpython-39.pyc │ │ │ ├── configuration_blip.py │ │ │ ├── convert_blip_original_pytorch_to_hf.py │ │ │ ├── image_processing_blip.py │ │ │ ├── modeling_blip.py │ │ │ ├── modeling_blip_text.py │ │ │ ├── modeling_tf_blip.py │ │ │ ├── modeling_tf_blip_text.py │ │ │ └── processing_blip.py │ │ ├── blip_2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_blip_2.cpython-39.pyc │ │ │ │ ├── convert_blip_2_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_blip_2.cpython-39.pyc │ │ │ │ └── processing_blip_2.cpython-39.pyc │ │ │ ├── configuration_blip_2.py │ │ │ ├── convert_blip_2_original_to_pytorch.py │ │ │ ├── modeling_blip_2.py │ │ │ └── processing_blip_2.py │ │ ├── bloom │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bloom.cpython-39.pyc │ │ │ │ ├── convert_bloom_original_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_bloom.cpython-39.pyc │ │ │ │ ├── modeling_flax_bloom.cpython-39.pyc │ │ │ │ └── tokenization_bloom_fast.cpython-39.pyc │ │ │ ├── configuration_bloom.py │ │ │ ├── convert_bloom_original_checkpoint_to_pytorch.py │ │ │ ├── modeling_bloom.py │ │ │ ├── modeling_flax_bloom.py │ │ │ └── tokenization_bloom_fast.py │ │ ├── bridgetower │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bridgetower.cpython-39.pyc │ │ │ │ ├── image_processing_bridgetower.cpython-39.pyc │ │ │ │ ├── modeling_bridgetower.cpython-39.pyc │ │ │ │ └── processing_bridgetower.cpython-39.pyc │ │ │ ├── configuration_bridgetower.py │ │ │ ├── image_processing_bridgetower.py │ │ │ ├── modeling_bridgetower.py │ │ │ └── processing_bridgetower.py │ │ ├── bros │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_bros.cpython-39.pyc │ │ │ │ ├── convert_bros_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_bros.cpython-39.pyc │ │ │ │ └── processing_bros.cpython-39.pyc │ │ │ ├── configuration_bros.py │ │ │ ├── convert_bros_to_pytorch.py │ │ │ ├── modeling_bros.py │ │ │ └── processing_bros.py │ │ ├── byt5 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── convert_byt5_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── tokenization_byt5.cpython-39.pyc │ │ │ ├── convert_byt5_original_tf_checkpoint_to_pytorch.py │ │ │ └── tokenization_byt5.py │ │ ├── camembert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_camembert.cpython-39.pyc │ │ │ │ ├── modeling_camembert.cpython-39.pyc │ │ │ │ ├── modeling_tf_camembert.cpython-39.pyc │ │ │ │ ├── tokenization_camembert.cpython-39.pyc │ │ │ │ └── tokenization_camembert_fast.cpython-39.pyc │ │ │ ├── configuration_camembert.py │ │ │ ├── modeling_camembert.py │ │ │ ├── modeling_tf_camembert.py │ │ │ ├── tokenization_camembert.py │ │ │ └── tokenization_camembert_fast.py │ │ ├── canine │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_canine.cpython-39.pyc │ │ │ │ ├── convert_canine_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_canine.cpython-39.pyc │ │ │ │ └── tokenization_canine.cpython-39.pyc │ │ │ ├── configuration_canine.py │ │ │ ├── convert_canine_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_canine.py │ │ │ └── tokenization_canine.py │ │ ├── chinese_clip │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_chinese_clip.cpython-39.pyc │ │ │ │ ├── convert_chinese_clip_original_pytorch_to_hf.cpython-39.pyc │ │ │ │ ├── feature_extraction_chinese_clip.cpython-39.pyc │ │ │ │ ├── image_processing_chinese_clip.cpython-39.pyc │ │ │ │ ├── modeling_chinese_clip.cpython-39.pyc │ │ │ │ └── processing_chinese_clip.cpython-39.pyc │ │ │ ├── configuration_chinese_clip.py │ │ │ ├── convert_chinese_clip_original_pytorch_to_hf.py │ │ │ ├── feature_extraction_chinese_clip.py │ │ │ ├── image_processing_chinese_clip.py │ │ │ ├── modeling_chinese_clip.py │ │ │ └── processing_chinese_clip.py │ │ ├── clap │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_clap.cpython-39.pyc │ │ │ │ ├── convert_clap_original_pytorch_to_hf.cpython-39.pyc │ │ │ │ ├── feature_extraction_clap.cpython-39.pyc │ │ │ │ ├── modeling_clap.cpython-39.pyc │ │ │ │ └── processing_clap.cpython-39.pyc │ │ │ ├── configuration_clap.py │ │ │ ├── convert_clap_original_pytorch_to_hf.py │ │ │ ├── feature_extraction_clap.py │ │ │ ├── modeling_clap.py │ │ │ └── processing_clap.py │ │ ├── clip │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_clip.cpython-39.pyc │ │ │ │ ├── convert_clip_original_pytorch_to_hf.cpython-39.pyc │ │ │ │ ├── feature_extraction_clip.cpython-39.pyc │ │ │ │ ├── image_processing_clip.cpython-39.pyc │ │ │ │ ├── modeling_clip.cpython-39.pyc │ │ │ │ ├── modeling_flax_clip.cpython-39.pyc │ │ │ │ ├── modeling_tf_clip.cpython-39.pyc │ │ │ │ ├── processing_clip.cpython-39.pyc │ │ │ │ ├── tokenization_clip.cpython-39.pyc │ │ │ │ └── tokenization_clip_fast.cpython-39.pyc │ │ │ ├── configuration_clip.py │ │ │ ├── convert_clip_original_pytorch_to_hf.py │ │ │ ├── feature_extraction_clip.py │ │ │ ├── image_processing_clip.py │ │ │ ├── modeling_clip.py │ │ │ ├── modeling_flax_clip.py │ │ │ ├── modeling_tf_clip.py │ │ │ ├── processing_clip.py │ │ │ ├── tokenization_clip.py │ │ │ └── tokenization_clip_fast.py │ │ ├── clipseg │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_clipseg.cpython-39.pyc │ │ │ │ ├── convert_clipseg_original_pytorch_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_clipseg.cpython-39.pyc │ │ │ │ └── processing_clipseg.cpython-39.pyc │ │ │ ├── configuration_clipseg.py │ │ │ ├── convert_clipseg_original_pytorch_to_hf.py │ │ │ ├── modeling_clipseg.py │ │ │ └── processing_clipseg.py │ │ ├── clvp │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_clvp.cpython-39.pyc │ │ │ │ ├── convert_clvp_to_hf.cpython-39.pyc │ │ │ │ ├── feature_extraction_clvp.cpython-39.pyc │ │ │ │ ├── modeling_clvp.cpython-39.pyc │ │ │ │ ├── number_normalizer.cpython-39.pyc │ │ │ │ ├── processing_clvp.cpython-39.pyc │ │ │ │ └── tokenization_clvp.cpython-39.pyc │ │ │ ├── configuration_clvp.py │ │ │ ├── convert_clvp_to_hf.py │ │ │ ├── feature_extraction_clvp.py │ │ │ ├── modeling_clvp.py │ │ │ ├── number_normalizer.py │ │ │ ├── processing_clvp.py │ │ │ └── tokenization_clvp.py │ │ ├── code_llama │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── tokenization_code_llama.cpython-39.pyc │ │ │ │ └── tokenization_code_llama_fast.cpython-39.pyc │ │ │ ├── tokenization_code_llama.py │ │ │ └── tokenization_code_llama_fast.py │ │ ├── codegen │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_codegen.cpython-39.pyc │ │ │ │ ├── modeling_codegen.cpython-39.pyc │ │ │ │ ├── tokenization_codegen.cpython-39.pyc │ │ │ │ └── tokenization_codegen_fast.cpython-39.pyc │ │ │ ├── configuration_codegen.py │ │ │ ├── modeling_codegen.py │ │ │ ├── tokenization_codegen.py │ │ │ └── tokenization_codegen_fast.py │ │ ├── cohere │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_cohere.cpython-39.pyc │ │ │ │ ├── modeling_cohere.cpython-39.pyc │ │ │ │ └── tokenization_cohere_fast.cpython-39.pyc │ │ │ ├── configuration_cohere.py │ │ │ ├── modeling_cohere.py │ │ │ └── tokenization_cohere_fast.py │ │ ├── conditional_detr │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_conditional_detr.cpython-39.pyc │ │ │ │ ├── convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_conditional_detr.cpython-39.pyc │ │ │ │ ├── image_processing_conditional_detr.cpython-39.pyc │ │ │ │ └── modeling_conditional_detr.cpython-39.pyc │ │ │ ├── configuration_conditional_detr.py │ │ │ ├── convert_conditional_detr_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── feature_extraction_conditional_detr.py │ │ │ ├── image_processing_conditional_detr.py │ │ │ └── modeling_conditional_detr.py │ │ ├── convbert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_convbert.cpython-39.pyc │ │ │ │ ├── convert_convbert_original_tf1_checkpoint_to_pytorch_and_tf2.cpython-39.pyc │ │ │ │ ├── modeling_convbert.cpython-39.pyc │ │ │ │ ├── modeling_tf_convbert.cpython-39.pyc │ │ │ │ ├── tokenization_convbert.cpython-39.pyc │ │ │ │ └── tokenization_convbert_fast.cpython-39.pyc │ │ │ ├── configuration_convbert.py │ │ │ ├── convert_convbert_original_tf1_checkpoint_to_pytorch_and_tf2.py │ │ │ ├── modeling_convbert.py │ │ │ ├── modeling_tf_convbert.py │ │ │ ├── tokenization_convbert.py │ │ │ └── tokenization_convbert_fast.py │ │ ├── convnext │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_convnext.cpython-39.pyc │ │ │ │ ├── convert_convnext_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_convnext.cpython-39.pyc │ │ │ │ ├── image_processing_convnext.cpython-39.pyc │ │ │ │ ├── modeling_convnext.cpython-39.pyc │ │ │ │ └── modeling_tf_convnext.cpython-39.pyc │ │ │ ├── configuration_convnext.py │ │ │ ├── convert_convnext_to_pytorch.py │ │ │ ├── feature_extraction_convnext.py │ │ │ ├── image_processing_convnext.py │ │ │ ├── modeling_convnext.py │ │ │ └── modeling_tf_convnext.py │ │ ├── convnextv2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_convnextv2.cpython-39.pyc │ │ │ │ ├── convert_convnextv2_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_convnextv2.cpython-39.pyc │ │ │ │ └── modeling_tf_convnextv2.cpython-39.pyc │ │ │ ├── configuration_convnextv2.py │ │ │ ├── convert_convnextv2_to_pytorch.py │ │ │ ├── modeling_convnextv2.py │ │ │ └── modeling_tf_convnextv2.py │ │ ├── cpm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── tokenization_cpm.cpython-39.pyc │ │ │ │ └── tokenization_cpm_fast.cpython-39.pyc │ │ │ ├── tokenization_cpm.py │ │ │ └── tokenization_cpm_fast.py │ │ ├── cpmant │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_cpmant.cpython-39.pyc │ │ │ │ ├── modeling_cpmant.cpython-39.pyc │ │ │ │ └── tokenization_cpmant.cpython-39.pyc │ │ │ ├── configuration_cpmant.py │ │ │ ├── modeling_cpmant.py │ │ │ └── tokenization_cpmant.py │ │ ├── ctrl │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_ctrl.cpython-39.pyc │ │ │ │ ├── modeling_ctrl.cpython-39.pyc │ │ │ │ ├── modeling_tf_ctrl.cpython-39.pyc │ │ │ │ └── tokenization_ctrl.cpython-39.pyc │ │ │ ├── configuration_ctrl.py │ │ │ ├── modeling_ctrl.py │ │ │ ├── modeling_tf_ctrl.py │ │ │ └── tokenization_ctrl.py │ │ ├── cvt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_cvt.cpython-39.pyc │ │ │ │ ├── convert_cvt_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_cvt.cpython-39.pyc │ │ │ │ └── modeling_tf_cvt.cpython-39.pyc │ │ │ ├── configuration_cvt.py │ │ │ ├── convert_cvt_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_cvt.py │ │ │ └── modeling_tf_cvt.py │ │ ├── data2vec │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_data2vec_audio.cpython-39.pyc │ │ │ │ ├── configuration_data2vec_text.cpython-39.pyc │ │ │ │ ├── configuration_data2vec_vision.cpython-39.pyc │ │ │ │ ├── convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_data2vec_text_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_data2vec_audio.cpython-39.pyc │ │ │ │ ├── modeling_data2vec_text.cpython-39.pyc │ │ │ │ ├── modeling_data2vec_vision.cpython-39.pyc │ │ │ │ └── modeling_tf_data2vec_vision.cpython-39.pyc │ │ │ ├── configuration_data2vec_audio.py │ │ │ ├── configuration_data2vec_text.py │ │ │ ├── configuration_data2vec_vision.py │ │ │ ├── convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── convert_data2vec_text_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── convert_data2vec_vision_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_data2vec_audio.py │ │ │ ├── modeling_data2vec_text.py │ │ │ ├── modeling_data2vec_vision.py │ │ │ └── modeling_tf_data2vec_vision.py │ │ ├── deberta │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_deberta.cpython-39.pyc │ │ │ │ ├── modeling_deberta.cpython-39.pyc │ │ │ │ ├── modeling_tf_deberta.cpython-39.pyc │ │ │ │ ├── tokenization_deberta.cpython-39.pyc │ │ │ │ └── tokenization_deberta_fast.cpython-39.pyc │ │ │ ├── configuration_deberta.py │ │ │ ├── modeling_deberta.py │ │ │ ├── modeling_tf_deberta.py │ │ │ ├── tokenization_deberta.py │ │ │ └── tokenization_deberta_fast.py │ │ ├── deberta_v2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_deberta_v2.cpython-39.pyc │ │ │ │ ├── modeling_deberta_v2.cpython-39.pyc │ │ │ │ ├── modeling_tf_deberta_v2.cpython-39.pyc │ │ │ │ ├── tokenization_deberta_v2.cpython-39.pyc │ │ │ │ └── tokenization_deberta_v2_fast.cpython-39.pyc │ │ │ ├── configuration_deberta_v2.py │ │ │ ├── modeling_deberta_v2.py │ │ │ ├── modeling_tf_deberta_v2.py │ │ │ ├── tokenization_deberta_v2.py │ │ │ └── tokenization_deberta_v2_fast.py │ │ ├── decision_transformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_decision_transformer.cpython-39.pyc │ │ │ │ └── modeling_decision_transformer.cpython-39.pyc │ │ │ ├── configuration_decision_transformer.py │ │ │ └── modeling_decision_transformer.py │ │ ├── deformable_detr │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_deformable_detr.cpython-39.pyc │ │ │ │ ├── convert_deformable_detr_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_deformable_detr.cpython-39.pyc │ │ │ │ ├── image_processing_deformable_detr.cpython-39.pyc │ │ │ │ ├── load_custom.cpython-39.pyc │ │ │ │ └── modeling_deformable_detr.cpython-39.pyc │ │ │ ├── configuration_deformable_detr.py │ │ │ ├── convert_deformable_detr_to_pytorch.py │ │ │ ├── feature_extraction_deformable_detr.py │ │ │ ├── image_processing_deformable_detr.py │ │ │ ├── load_custom.py │ │ │ └── modeling_deformable_detr.py │ │ ├── deit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_deit.cpython-39.pyc │ │ │ │ ├── convert_deit_timm_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_deit.cpython-39.pyc │ │ │ │ ├── image_processing_deit.cpython-39.pyc │ │ │ │ ├── modeling_deit.cpython-39.pyc │ │ │ │ └── modeling_tf_deit.cpython-39.pyc │ │ │ ├── configuration_deit.py │ │ │ ├── convert_deit_timm_to_pytorch.py │ │ │ ├── feature_extraction_deit.py │ │ │ ├── image_processing_deit.py │ │ │ ├── modeling_deit.py │ │ │ └── modeling_tf_deit.py │ │ ├── deprecated │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ └── __init__.cpython-39.pyc │ │ │ ├── bort │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ └── convert_bort_original_gluonnlp_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── convert_bort_original_gluonnlp_checkpoint_to_pytorch.py │ │ │ ├── mctct │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── configuration_mctct.cpython-39.pyc │ │ │ │ │ ├── feature_extraction_mctct.cpython-39.pyc │ │ │ │ │ ├── modeling_mctct.cpython-39.pyc │ │ │ │ │ └── processing_mctct.cpython-39.pyc │ │ │ │ ├── configuration_mctct.py │ │ │ │ ├── feature_extraction_mctct.py │ │ │ │ ├── modeling_mctct.py │ │ │ │ └── processing_mctct.py │ │ │ ├── mmbt │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── configuration_mmbt.cpython-39.pyc │ │ │ │ │ └── modeling_mmbt.cpython-39.pyc │ │ │ │ ├── configuration_mmbt.py │ │ │ │ └── modeling_mmbt.py │ │ │ ├── open_llama │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── configuration_open_llama.cpython-39.pyc │ │ │ │ │ └── modeling_open_llama.cpython-39.pyc │ │ │ │ ├── configuration_open_llama.py │ │ │ │ └── modeling_open_llama.py │ │ │ ├── retribert │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── configuration_retribert.cpython-39.pyc │ │ │ │ │ ├── modeling_retribert.cpython-39.pyc │ │ │ │ │ ├── tokenization_retribert.cpython-39.pyc │ │ │ │ │ └── tokenization_retribert_fast.cpython-39.pyc │ │ │ │ ├── configuration_retribert.py │ │ │ │ ├── modeling_retribert.py │ │ │ │ ├── tokenization_retribert.py │ │ │ │ └── tokenization_retribert_fast.py │ │ │ ├── tapex │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ └── tokenization_tapex.cpython-39.pyc │ │ │ │ └── tokenization_tapex.py │ │ │ ├── trajectory_transformer │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── configuration_trajectory_transformer.cpython-39.pyc │ │ │ │ │ ├── convert_trajectory_transformer_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ │ └── modeling_trajectory_transformer.cpython-39.pyc │ │ │ │ ├── configuration_trajectory_transformer.py │ │ │ │ ├── convert_trajectory_transformer_original_pytorch_checkpoint_to_pytorch.py │ │ │ │ └── modeling_trajectory_transformer.py │ │ │ ├── transfo_xl │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── configuration_transfo_xl.cpython-39.pyc │ │ │ │ │ ├── convert_transfo_xl_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ │ ├── modeling_tf_transfo_xl.cpython-39.pyc │ │ │ │ │ ├── modeling_tf_transfo_xl_utilities.cpython-39.pyc │ │ │ │ │ ├── modeling_transfo_xl.cpython-39.pyc │ │ │ │ │ ├── modeling_transfo_xl_utilities.cpython-39.pyc │ │ │ │ │ └── tokenization_transfo_xl.cpython-39.pyc │ │ │ │ ├── configuration_transfo_xl.py │ │ │ │ ├── convert_transfo_xl_original_tf_checkpoint_to_pytorch.py │ │ │ │ ├── modeling_tf_transfo_xl.py │ │ │ │ ├── modeling_tf_transfo_xl_utilities.py │ │ │ │ ├── modeling_transfo_xl.py │ │ │ │ ├── modeling_transfo_xl_utilities.py │ │ │ │ └── tokenization_transfo_xl.py │ │ │ └── van │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_van.cpython-39.pyc │ │ │ │ ├── convert_van_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_van.cpython-39.pyc │ │ │ │ ├── configuration_van.py │ │ │ │ ├── convert_van_to_pytorch.py │ │ │ │ └── modeling_van.py │ │ ├── depth_anything │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_depth_anything.cpython-39.pyc │ │ │ │ ├── convert_depth_anything_to_hf.cpython-39.pyc │ │ │ │ └── modeling_depth_anything.cpython-39.pyc │ │ │ ├── configuration_depth_anything.py │ │ │ ├── convert_depth_anything_to_hf.py │ │ │ └── modeling_depth_anything.py │ │ ├── deta │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_deta.cpython-39.pyc │ │ │ │ ├── convert_deta_resnet_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_deta_swin_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_deta.cpython-39.pyc │ │ │ │ └── modeling_deta.cpython-39.pyc │ │ │ ├── configuration_deta.py │ │ │ ├── convert_deta_resnet_to_pytorch.py │ │ │ ├── convert_deta_swin_to_pytorch.py │ │ │ ├── image_processing_deta.py │ │ │ └── modeling_deta.py │ │ ├── detr │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_detr.cpython-39.pyc │ │ │ │ ├── convert_detr_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_detr_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_detr.cpython-39.pyc │ │ │ │ ├── image_processing_detr.cpython-39.pyc │ │ │ │ └── modeling_detr.cpython-39.pyc │ │ │ ├── configuration_detr.py │ │ │ ├── convert_detr_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── convert_detr_to_pytorch.py │ │ │ ├── feature_extraction_detr.py │ │ │ ├── image_processing_detr.py │ │ │ └── modeling_detr.py │ │ ├── dialogpt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── convert_dialogpt_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ └── convert_dialogpt_original_pytorch_checkpoint_to_pytorch.py │ │ ├── dinat │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_dinat.cpython-39.pyc │ │ │ │ └── modeling_dinat.cpython-39.pyc │ │ │ ├── configuration_dinat.py │ │ │ └── modeling_dinat.py │ │ ├── dinov2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_dinov2.cpython-39.pyc │ │ │ │ ├── convert_dinov2_to_hf.cpython-39.pyc │ │ │ │ └── modeling_dinov2.cpython-39.pyc │ │ │ ├── configuration_dinov2.py │ │ │ ├── convert_dinov2_to_hf.py │ │ │ └── modeling_dinov2.py │ │ ├── distilbert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_distilbert.cpython-39.pyc │ │ │ │ ├── modeling_distilbert.cpython-39.pyc │ │ │ │ ├── modeling_flax_distilbert.cpython-39.pyc │ │ │ │ ├── modeling_tf_distilbert.cpython-39.pyc │ │ │ │ ├── tokenization_distilbert.cpython-39.pyc │ │ │ │ └── tokenization_distilbert_fast.cpython-39.pyc │ │ │ ├── configuration_distilbert.py │ │ │ ├── modeling_distilbert.py │ │ │ ├── modeling_flax_distilbert.py │ │ │ ├── modeling_tf_distilbert.py │ │ │ ├── tokenization_distilbert.py │ │ │ └── tokenization_distilbert_fast.py │ │ ├── dit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── convert_dit_unilm_to_pytorch.cpython-39.pyc │ │ │ └── convert_dit_unilm_to_pytorch.py │ │ ├── donut │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_donut_swin.cpython-39.pyc │ │ │ │ ├── convert_donut_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_donut.cpython-39.pyc │ │ │ │ ├── image_processing_donut.cpython-39.pyc │ │ │ │ ├── modeling_donut_swin.cpython-39.pyc │ │ │ │ └── processing_donut.cpython-39.pyc │ │ │ ├── configuration_donut_swin.py │ │ │ ├── convert_donut_to_pytorch.py │ │ │ ├── feature_extraction_donut.py │ │ │ ├── image_processing_donut.py │ │ │ ├── modeling_donut_swin.py │ │ │ └── processing_donut.py │ │ ├── dpr │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_dpr.cpython-39.pyc │ │ │ │ ├── convert_dpr_original_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_dpr.cpython-39.pyc │ │ │ │ ├── modeling_tf_dpr.cpython-39.pyc │ │ │ │ ├── tokenization_dpr.cpython-39.pyc │ │ │ │ └── tokenization_dpr_fast.cpython-39.pyc │ │ │ ├── configuration_dpr.py │ │ │ ├── convert_dpr_original_checkpoint_to_pytorch.py │ │ │ ├── modeling_dpr.py │ │ │ ├── modeling_tf_dpr.py │ │ │ ├── tokenization_dpr.py │ │ │ └── tokenization_dpr_fast.py │ │ ├── dpt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_dpt.cpython-39.pyc │ │ │ │ ├── convert_dinov2_depth_to_hf.cpython-39.pyc │ │ │ │ ├── convert_dpt_beit_to_hf.cpython-39.pyc │ │ │ │ ├── convert_dpt_hybrid_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_dpt_swinv2_to_hf.cpython-39.pyc │ │ │ │ ├── convert_dpt_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_dpt.cpython-39.pyc │ │ │ │ ├── image_processing_dpt.cpython-39.pyc │ │ │ │ └── modeling_dpt.cpython-39.pyc │ │ │ ├── configuration_dpt.py │ │ │ ├── convert_dinov2_depth_to_hf.py │ │ │ ├── convert_dpt_beit_to_hf.py │ │ │ ├── convert_dpt_hybrid_to_pytorch.py │ │ │ ├── convert_dpt_swinv2_to_hf.py │ │ │ ├── convert_dpt_to_pytorch.py │ │ │ ├── feature_extraction_dpt.py │ │ │ ├── image_processing_dpt.py │ │ │ └── modeling_dpt.py │ │ ├── efficientformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_efficientformer.cpython-39.pyc │ │ │ │ ├── convert_efficientformer_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_efficientformer.cpython-39.pyc │ │ │ │ ├── modeling_efficientformer.cpython-39.pyc │ │ │ │ └── modeling_tf_efficientformer.cpython-39.pyc │ │ │ ├── configuration_efficientformer.py │ │ │ ├── convert_efficientformer_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── image_processing_efficientformer.py │ │ │ ├── modeling_efficientformer.py │ │ │ └── modeling_tf_efficientformer.py │ │ ├── efficientnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_efficientnet.cpython-39.pyc │ │ │ │ ├── convert_efficientnet_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_efficientnet.cpython-39.pyc │ │ │ │ └── modeling_efficientnet.cpython-39.pyc │ │ │ ├── configuration_efficientnet.py │ │ │ ├── convert_efficientnet_to_pytorch.py │ │ │ ├── image_processing_efficientnet.py │ │ │ └── modeling_efficientnet.py │ │ ├── electra │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_electra.cpython-39.pyc │ │ │ │ ├── convert_electra_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_electra.cpython-39.pyc │ │ │ │ ├── modeling_flax_electra.cpython-39.pyc │ │ │ │ ├── modeling_tf_electra.cpython-39.pyc │ │ │ │ ├── tokenization_electra.cpython-39.pyc │ │ │ │ └── tokenization_electra_fast.cpython-39.pyc │ │ │ ├── configuration_electra.py │ │ │ ├── convert_electra_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_electra.py │ │ │ ├── modeling_flax_electra.py │ │ │ ├── modeling_tf_electra.py │ │ │ ├── tokenization_electra.py │ │ │ └── tokenization_electra_fast.py │ │ ├── encodec │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_encodec.cpython-39.pyc │ │ │ │ ├── convert_encodec_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_encodec.cpython-39.pyc │ │ │ │ └── modeling_encodec.cpython-39.pyc │ │ │ ├── configuration_encodec.py │ │ │ ├── convert_encodec_checkpoint_to_pytorch.py │ │ │ ├── feature_extraction_encodec.py │ │ │ └── modeling_encodec.py │ │ ├── encoder_decoder │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_encoder_decoder.cpython-39.pyc │ │ │ │ ├── modeling_encoder_decoder.cpython-39.pyc │ │ │ │ ├── modeling_flax_encoder_decoder.cpython-39.pyc │ │ │ │ └── modeling_tf_encoder_decoder.cpython-39.pyc │ │ │ ├── configuration_encoder_decoder.py │ │ │ ├── modeling_encoder_decoder.py │ │ │ ├── modeling_flax_encoder_decoder.py │ │ │ └── modeling_tf_encoder_decoder.py │ │ ├── ernie │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_ernie.cpython-39.pyc │ │ │ │ └── modeling_ernie.cpython-39.pyc │ │ │ ├── configuration_ernie.py │ │ │ └── modeling_ernie.py │ │ ├── ernie_m │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_ernie_m.cpython-39.pyc │ │ │ │ ├── modeling_ernie_m.cpython-39.pyc │ │ │ │ └── tokenization_ernie_m.cpython-39.pyc │ │ │ ├── configuration_ernie_m.py │ │ │ ├── modeling_ernie_m.py │ │ │ └── tokenization_ernie_m.py │ │ ├── esm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_esm.cpython-39.pyc │ │ │ │ ├── convert_esm.cpython-39.pyc │ │ │ │ ├── modeling_esm.cpython-39.pyc │ │ │ │ ├── modeling_esmfold.cpython-39.pyc │ │ │ │ ├── modeling_tf_esm.cpython-39.pyc │ │ │ │ └── tokenization_esm.cpython-39.pyc │ │ │ ├── configuration_esm.py │ │ │ ├── convert_esm.py │ │ │ ├── modeling_esm.py │ │ │ ├── modeling_esmfold.py │ │ │ ├── modeling_tf_esm.py │ │ │ ├── openfold_utils │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── chunk_utils.cpython-39.pyc │ │ │ │ │ ├── data_transforms.cpython-39.pyc │ │ │ │ │ ├── feats.cpython-39.pyc │ │ │ │ │ ├── loss.cpython-39.pyc │ │ │ │ │ ├── protein.cpython-39.pyc │ │ │ │ │ ├── residue_constants.cpython-39.pyc │ │ │ │ │ ├── rigid_utils.cpython-39.pyc │ │ │ │ │ └── tensor_utils.cpython-39.pyc │ │ │ │ ├── chunk_utils.py │ │ │ │ ├── data_transforms.py │ │ │ │ ├── feats.py │ │ │ │ ├── loss.py │ │ │ │ ├── protein.py │ │ │ │ ├── residue_constants.py │ │ │ │ ├── rigid_utils.py │ │ │ │ └── tensor_utils.py │ │ │ └── tokenization_esm.py │ │ ├── falcon │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_falcon.cpython-39.pyc │ │ │ │ ├── convert_custom_code_checkpoint.cpython-39.pyc │ │ │ │ └── modeling_falcon.cpython-39.pyc │ │ │ ├── configuration_falcon.py │ │ │ ├── convert_custom_code_checkpoint.py │ │ │ └── modeling_falcon.py │ │ ├── fastspeech2_conformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_fastspeech2_conformer.cpython-39.pyc │ │ │ │ ├── convert_fastspeech2_conformer_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_hifigan.cpython-39.pyc │ │ │ │ ├── convert_model_with_hifigan.cpython-39.pyc │ │ │ │ ├── modeling_fastspeech2_conformer.cpython-39.pyc │ │ │ │ └── tokenization_fastspeech2_conformer.cpython-39.pyc │ │ │ ├── configuration_fastspeech2_conformer.py │ │ │ ├── convert_fastspeech2_conformer_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── convert_hifigan.py │ │ │ ├── convert_model_with_hifigan.py │ │ │ ├── modeling_fastspeech2_conformer.py │ │ │ └── tokenization_fastspeech2_conformer.py │ │ ├── flaubert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_flaubert.cpython-39.pyc │ │ │ │ ├── modeling_flaubert.cpython-39.pyc │ │ │ │ ├── modeling_tf_flaubert.cpython-39.pyc │ │ │ │ └── tokenization_flaubert.cpython-39.pyc │ │ │ ├── configuration_flaubert.py │ │ │ ├── modeling_flaubert.py │ │ │ ├── modeling_tf_flaubert.py │ │ │ └── tokenization_flaubert.py │ │ ├── flava │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_flava.cpython-39.pyc │ │ │ │ ├── convert_dalle_to_flava_codebook.cpython-39.pyc │ │ │ │ ├── convert_flava_original_pytorch_to_hf.cpython-39.pyc │ │ │ │ ├── feature_extraction_flava.cpython-39.pyc │ │ │ │ ├── image_processing_flava.cpython-39.pyc │ │ │ │ ├── modeling_flava.cpython-39.pyc │ │ │ │ └── processing_flava.cpython-39.pyc │ │ │ ├── configuration_flava.py │ │ │ ├── convert_dalle_to_flava_codebook.py │ │ │ ├── convert_flava_original_pytorch_to_hf.py │ │ │ ├── feature_extraction_flava.py │ │ │ ├── image_processing_flava.py │ │ │ ├── modeling_flava.py │ │ │ └── processing_flava.py │ │ ├── fnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_fnet.cpython-39.pyc │ │ │ │ ├── convert_fnet_original_flax_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_fnet.cpython-39.pyc │ │ │ │ ├── tokenization_fnet.cpython-39.pyc │ │ │ │ └── tokenization_fnet_fast.cpython-39.pyc │ │ │ ├── configuration_fnet.py │ │ │ ├── convert_fnet_original_flax_checkpoint_to_pytorch.py │ │ │ ├── modeling_fnet.py │ │ │ ├── tokenization_fnet.py │ │ │ └── tokenization_fnet_fast.py │ │ ├── focalnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_focalnet.cpython-39.pyc │ │ │ │ ├── convert_focalnet_to_hf_format.cpython-39.pyc │ │ │ │ └── modeling_focalnet.cpython-39.pyc │ │ │ ├── configuration_focalnet.py │ │ │ ├── convert_focalnet_to_hf_format.py │ │ │ └── modeling_focalnet.py │ │ ├── fsmt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_fsmt.cpython-39.pyc │ │ │ │ ├── convert_fsmt_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_fsmt.cpython-39.pyc │ │ │ │ └── tokenization_fsmt.cpython-39.pyc │ │ │ ├── configuration_fsmt.py │ │ │ ├── convert_fsmt_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_fsmt.py │ │ │ └── tokenization_fsmt.py │ │ ├── funnel │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_funnel.cpython-39.pyc │ │ │ │ ├── convert_funnel_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_funnel.cpython-39.pyc │ │ │ │ ├── modeling_tf_funnel.cpython-39.pyc │ │ │ │ ├── tokenization_funnel.cpython-39.pyc │ │ │ │ └── tokenization_funnel_fast.cpython-39.pyc │ │ │ ├── configuration_funnel.py │ │ │ ├── convert_funnel_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_funnel.py │ │ │ ├── modeling_tf_funnel.py │ │ │ ├── tokenization_funnel.py │ │ │ └── tokenization_funnel_fast.py │ │ ├── fuyu │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_fuyu.cpython-39.pyc │ │ │ │ ├── convert_fuyu_model_weights_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_fuyu.cpython-39.pyc │ │ │ │ ├── modeling_fuyu.cpython-39.pyc │ │ │ │ └── processing_fuyu.cpython-39.pyc │ │ │ ├── configuration_fuyu.py │ │ │ ├── convert_fuyu_model_weights_to_hf.py │ │ │ ├── image_processing_fuyu.py │ │ │ ├── modeling_fuyu.py │ │ │ └── processing_fuyu.py │ │ ├── gemma │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_gemma.cpython-39.pyc │ │ │ │ ├── convert_gemma_weights_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_flax_gemma.cpython-39.pyc │ │ │ │ ├── modeling_gemma.cpython-39.pyc │ │ │ │ ├── tokenization_gemma.cpython-39.pyc │ │ │ │ └── tokenization_gemma_fast.cpython-39.pyc │ │ │ ├── configuration_gemma.py │ │ │ ├── convert_gemma_weights_to_hf.py │ │ │ ├── modeling_flax_gemma.py │ │ │ ├── modeling_gemma.py │ │ │ ├── tokenization_gemma.py │ │ │ └── tokenization_gemma_fast.py │ │ ├── git │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_git.cpython-39.pyc │ │ │ │ ├── convert_git_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_git.cpython-39.pyc │ │ │ │ └── processing_git.cpython-39.pyc │ │ │ ├── configuration_git.py │ │ │ ├── convert_git_to_pytorch.py │ │ │ ├── modeling_git.py │ │ │ └── processing_git.py │ │ ├── glpn │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_glpn.cpython-39.pyc │ │ │ │ ├── convert_glpn_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_glpn.cpython-39.pyc │ │ │ │ ├── image_processing_glpn.cpython-39.pyc │ │ │ │ └── modeling_glpn.cpython-39.pyc │ │ │ ├── configuration_glpn.py │ │ │ ├── convert_glpn_to_pytorch.py │ │ │ ├── feature_extraction_glpn.py │ │ │ ├── image_processing_glpn.py │ │ │ └── modeling_glpn.py │ │ ├── gpt2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_gpt2.cpython-39.pyc │ │ │ │ ├── convert_gpt2_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_gpt2.cpython-39.pyc │ │ │ │ ├── modeling_gpt2.cpython-39.pyc │ │ │ │ ├── modeling_tf_gpt2.cpython-39.pyc │ │ │ │ ├── tokenization_gpt2.cpython-39.pyc │ │ │ │ ├── tokenization_gpt2_fast.cpython-39.pyc │ │ │ │ └── tokenization_gpt2_tf.cpython-39.pyc │ │ │ ├── configuration_gpt2.py │ │ │ ├── convert_gpt2_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_flax_gpt2.py │ │ │ ├── modeling_gpt2.py │ │ │ ├── modeling_tf_gpt2.py │ │ │ ├── tokenization_gpt2.py │ │ │ ├── tokenization_gpt2_fast.py │ │ │ └── tokenization_gpt2_tf.py │ │ ├── gpt_bigcode │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_gpt_bigcode.cpython-39.pyc │ │ │ │ └── modeling_gpt_bigcode.cpython-39.pyc │ │ │ ├── configuration_gpt_bigcode.py │ │ │ └── modeling_gpt_bigcode.py │ │ ├── gpt_neo │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_gpt_neo.cpython-39.pyc │ │ │ │ ├── convert_gpt_neo_mesh_tf_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_gpt_neo.cpython-39.pyc │ │ │ │ └── modeling_gpt_neo.cpython-39.pyc │ │ │ ├── configuration_gpt_neo.py │ │ │ ├── convert_gpt_neo_mesh_tf_to_pytorch.py │ │ │ ├── modeling_flax_gpt_neo.py │ │ │ └── modeling_gpt_neo.py │ │ ├── gpt_neox │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_gpt_neox.cpython-39.pyc │ │ │ │ ├── modeling_gpt_neox.cpython-39.pyc │ │ │ │ └── tokenization_gpt_neox_fast.cpython-39.pyc │ │ │ ├── configuration_gpt_neox.py │ │ │ ├── modeling_gpt_neox.py │ │ │ └── tokenization_gpt_neox_fast.py │ │ ├── gpt_neox_japanese │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_gpt_neox_japanese.cpython-39.pyc │ │ │ │ ├── modeling_gpt_neox_japanese.cpython-39.pyc │ │ │ │ └── tokenization_gpt_neox_japanese.cpython-39.pyc │ │ │ ├── configuration_gpt_neox_japanese.py │ │ │ ├── modeling_gpt_neox_japanese.py │ │ │ └── tokenization_gpt_neox_japanese.py │ │ ├── gpt_sw3 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── convert_megatron_to_pytorch.cpython-39.pyc │ │ │ │ └── tokenization_gpt_sw3.cpython-39.pyc │ │ │ ├── convert_megatron_to_pytorch.py │ │ │ └── tokenization_gpt_sw3.py │ │ ├── gptj │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_gptj.cpython-39.pyc │ │ │ │ ├── modeling_flax_gptj.cpython-39.pyc │ │ │ │ ├── modeling_gptj.cpython-39.pyc │ │ │ │ └── modeling_tf_gptj.cpython-39.pyc │ │ │ ├── configuration_gptj.py │ │ │ ├── modeling_flax_gptj.py │ │ │ ├── modeling_gptj.py │ │ │ └── modeling_tf_gptj.py │ │ ├── gptsan_japanese │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_gptsan_japanese.cpython-39.pyc │ │ │ │ ├── convert_gptsan_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_gptsan_japanese.cpython-39.pyc │ │ │ │ └── tokenization_gptsan_japanese.cpython-39.pyc │ │ │ ├── configuration_gptsan_japanese.py │ │ │ ├── convert_gptsan_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_gptsan_japanese.py │ │ │ └── tokenization_gptsan_japanese.py │ │ ├── graphormer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── collating_graphormer.cpython-39.pyc │ │ │ │ ├── configuration_graphormer.cpython-39.pyc │ │ │ │ └── modeling_graphormer.cpython-39.pyc │ │ │ ├── algos_graphormer.pyx │ │ │ ├── collating_graphormer.py │ │ │ ├── configuration_graphormer.py │ │ │ └── modeling_graphormer.py │ │ ├── groupvit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_groupvit.cpython-39.pyc │ │ │ │ ├── convert_groupvit_nvlab_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_groupvit.cpython-39.pyc │ │ │ │ └── modeling_tf_groupvit.cpython-39.pyc │ │ │ ├── configuration_groupvit.py │ │ │ ├── convert_groupvit_nvlab_to_hf.py │ │ │ ├── modeling_groupvit.py │ │ │ └── modeling_tf_groupvit.py │ │ ├── herbert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── tokenization_herbert.cpython-39.pyc │ │ │ │ └── tokenization_herbert_fast.cpython-39.pyc │ │ │ ├── tokenization_herbert.py │ │ │ └── tokenization_herbert_fast.py │ │ ├── hubert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_hubert.cpython-39.pyc │ │ │ │ ├── convert_distilhubert_original_s3prl_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_hubert_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_hubert_original_s3prl_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_hubert.cpython-39.pyc │ │ │ │ └── modeling_tf_hubert.cpython-39.pyc │ │ │ ├── configuration_hubert.py │ │ │ ├── convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py │ │ │ ├── convert_hubert_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── convert_hubert_original_s3prl_checkpoint_to_pytorch.py │ │ │ ├── modeling_hubert.py │ │ │ └── modeling_tf_hubert.py │ │ ├── ibert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_ibert.cpython-39.pyc │ │ │ │ ├── modeling_ibert.cpython-39.pyc │ │ │ │ └── quant_modules.cpython-39.pyc │ │ │ ├── configuration_ibert.py │ │ │ ├── modeling_ibert.py │ │ │ └── quant_modules.py │ │ ├── idefics │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_idefics.cpython-39.pyc │ │ │ │ ├── image_processing_idefics.cpython-39.pyc │ │ │ │ ├── modeling_idefics.cpython-39.pyc │ │ │ │ ├── perceiver.cpython-39.pyc │ │ │ │ ├── processing_idefics.cpython-39.pyc │ │ │ │ └── vision.cpython-39.pyc │ │ │ ├── configuration_idefics.py │ │ │ ├── image_processing_idefics.py │ │ │ ├── modeling_idefics.py │ │ │ ├── perceiver.py │ │ │ ├── processing_idefics.py │ │ │ └── vision.py │ │ ├── imagegpt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_imagegpt.cpython-39.pyc │ │ │ │ ├── convert_imagegpt_original_tf2_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_imagegpt.cpython-39.pyc │ │ │ │ ├── image_processing_imagegpt.cpython-39.pyc │ │ │ │ └── modeling_imagegpt.cpython-39.pyc │ │ │ ├── configuration_imagegpt.py │ │ │ ├── convert_imagegpt_original_tf2_to_pytorch.py │ │ │ ├── feature_extraction_imagegpt.py │ │ │ ├── image_processing_imagegpt.py │ │ │ └── modeling_imagegpt.py │ │ ├── informer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_informer.cpython-39.pyc │ │ │ │ └── modeling_informer.cpython-39.pyc │ │ │ ├── configuration_informer.py │ │ │ └── modeling_informer.py │ │ ├── instructblip │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_instructblip.cpython-39.pyc │ │ │ │ ├── convert_instructblip_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_instructblip.cpython-39.pyc │ │ │ │ └── processing_instructblip.cpython-39.pyc │ │ │ ├── configuration_instructblip.py │ │ │ ├── convert_instructblip_original_to_pytorch.py │ │ │ ├── modeling_instructblip.py │ │ │ └── processing_instructblip.py │ │ ├── jukebox │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_jukebox.cpython-39.pyc │ │ │ │ ├── convert_jukebox.cpython-39.pyc │ │ │ │ ├── modeling_jukebox.cpython-39.pyc │ │ │ │ └── tokenization_jukebox.cpython-39.pyc │ │ │ ├── configuration_jukebox.py │ │ │ ├── convert_jukebox.py │ │ │ ├── modeling_jukebox.py │ │ │ └── tokenization_jukebox.py │ │ ├── kosmos2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_kosmos2.cpython-39.pyc │ │ │ │ ├── convert_kosmos2_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_kosmos2.cpython-39.pyc │ │ │ │ └── processing_kosmos2.cpython-39.pyc │ │ │ ├── configuration_kosmos2.py │ │ │ ├── convert_kosmos2_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_kosmos2.py │ │ │ └── processing_kosmos2.py │ │ ├── layoutlm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_layoutlm.cpython-39.pyc │ │ │ │ ├── modeling_layoutlm.cpython-39.pyc │ │ │ │ ├── modeling_tf_layoutlm.cpython-39.pyc │ │ │ │ ├── tokenization_layoutlm.cpython-39.pyc │ │ │ │ └── tokenization_layoutlm_fast.cpython-39.pyc │ │ │ ├── configuration_layoutlm.py │ │ │ ├── modeling_layoutlm.py │ │ │ ├── modeling_tf_layoutlm.py │ │ │ ├── tokenization_layoutlm.py │ │ │ └── tokenization_layoutlm_fast.py │ │ ├── layoutlmv2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_layoutlmv2.cpython-39.pyc │ │ │ │ ├── feature_extraction_layoutlmv2.cpython-39.pyc │ │ │ │ ├── image_processing_layoutlmv2.cpython-39.pyc │ │ │ │ ├── modeling_layoutlmv2.cpython-39.pyc │ │ │ │ ├── processing_layoutlmv2.cpython-39.pyc │ │ │ │ ├── tokenization_layoutlmv2.cpython-39.pyc │ │ │ │ └── tokenization_layoutlmv2_fast.cpython-39.pyc │ │ │ ├── configuration_layoutlmv2.py │ │ │ ├── feature_extraction_layoutlmv2.py │ │ │ ├── image_processing_layoutlmv2.py │ │ │ ├── modeling_layoutlmv2.py │ │ │ ├── processing_layoutlmv2.py │ │ │ ├── tokenization_layoutlmv2.py │ │ │ └── tokenization_layoutlmv2_fast.py │ │ ├── layoutlmv3 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_layoutlmv3.cpython-39.pyc │ │ │ │ ├── feature_extraction_layoutlmv3.cpython-39.pyc │ │ │ │ ├── image_processing_layoutlmv3.cpython-39.pyc │ │ │ │ ├── modeling_layoutlmv3.cpython-39.pyc │ │ │ │ ├── modeling_tf_layoutlmv3.cpython-39.pyc │ │ │ │ ├── processing_layoutlmv3.cpython-39.pyc │ │ │ │ ├── tokenization_layoutlmv3.cpython-39.pyc │ │ │ │ └── tokenization_layoutlmv3_fast.cpython-39.pyc │ │ │ ├── configuration_layoutlmv3.py │ │ │ ├── feature_extraction_layoutlmv3.py │ │ │ ├── image_processing_layoutlmv3.py │ │ │ ├── modeling_layoutlmv3.py │ │ │ ├── modeling_tf_layoutlmv3.py │ │ │ ├── processing_layoutlmv3.py │ │ │ ├── tokenization_layoutlmv3.py │ │ │ └── tokenization_layoutlmv3_fast.py │ │ ├── layoutxlm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── processing_layoutxlm.cpython-39.pyc │ │ │ │ ├── tokenization_layoutxlm.cpython-39.pyc │ │ │ │ └── tokenization_layoutxlm_fast.cpython-39.pyc │ │ │ ├── processing_layoutxlm.py │ │ │ ├── tokenization_layoutxlm.py │ │ │ └── tokenization_layoutxlm_fast.py │ │ ├── led │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_led.cpython-39.pyc │ │ │ │ ├── modeling_led.cpython-39.pyc │ │ │ │ ├── modeling_tf_led.cpython-39.pyc │ │ │ │ ├── tokenization_led.cpython-39.pyc │ │ │ │ └── tokenization_led_fast.cpython-39.pyc │ │ │ ├── configuration_led.py │ │ │ ├── modeling_led.py │ │ │ ├── modeling_tf_led.py │ │ │ ├── tokenization_led.py │ │ │ └── tokenization_led_fast.py │ │ ├── levit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_levit.cpython-39.pyc │ │ │ │ ├── convert_levit_timm_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_levit.cpython-39.pyc │ │ │ │ ├── image_processing_levit.cpython-39.pyc │ │ │ │ └── modeling_levit.cpython-39.pyc │ │ │ ├── configuration_levit.py │ │ │ ├── convert_levit_timm_to_pytorch.py │ │ │ ├── feature_extraction_levit.py │ │ │ ├── image_processing_levit.py │ │ │ └── modeling_levit.py │ │ ├── lilt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_lilt.cpython-39.pyc │ │ │ │ └── modeling_lilt.cpython-39.pyc │ │ │ ├── configuration_lilt.py │ │ │ └── modeling_lilt.py │ │ ├── llama │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_llama.cpython-39.pyc │ │ │ │ ├── convert_llama_weights_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_flax_llama.cpython-39.pyc │ │ │ │ ├── modeling_llama.cpython-39.pyc │ │ │ │ ├── tokenization_llama.cpython-39.pyc │ │ │ │ └── tokenization_llama_fast.cpython-39.pyc │ │ │ ├── configuration_llama.py │ │ │ ├── convert_llama_weights_to_hf.py │ │ │ ├── modeling_flax_llama.py │ │ │ ├── modeling_llama.py │ │ │ ├── tokenization_llama.py │ │ │ └── tokenization_llama_fast.py │ │ ├── llava │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_llava.cpython-39.pyc │ │ │ │ ├── convert_llava_weights_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_llava.cpython-39.pyc │ │ │ │ └── processing_llava.cpython-39.pyc │ │ │ ├── configuration_llava.py │ │ │ ├── convert_llava_weights_to_hf.py │ │ │ ├── modeling_llava.py │ │ │ └── processing_llava.py │ │ ├── llava_next │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_llava_next.cpython-39.pyc │ │ │ │ ├── convert_llava_next_weights_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_llava_next.cpython-39.pyc │ │ │ │ ├── modeling_llava_next.cpython-39.pyc │ │ │ │ └── processing_llava_next.cpython-39.pyc │ │ │ ├── configuration_llava_next.py │ │ │ ├── convert_llava_next_weights_to_hf.py │ │ │ ├── image_processing_llava_next.py │ │ │ ├── modeling_llava_next.py │ │ │ └── processing_llava_next.py │ │ ├── longformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_longformer.cpython-39.pyc │ │ │ │ ├── convert_longformer_original_pytorch_lightning_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_longformer.cpython-39.pyc │ │ │ │ ├── modeling_tf_longformer.cpython-39.pyc │ │ │ │ ├── tokenization_longformer.cpython-39.pyc │ │ │ │ └── tokenization_longformer_fast.cpython-39.pyc │ │ │ ├── configuration_longformer.py │ │ │ ├── convert_longformer_original_pytorch_lightning_to_pytorch.py │ │ │ ├── modeling_longformer.py │ │ │ ├── modeling_tf_longformer.py │ │ │ ├── tokenization_longformer.py │ │ │ └── tokenization_longformer_fast.py │ │ ├── longt5 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_longt5.cpython-39.pyc │ │ │ │ ├── convert_longt5x_checkpoint_to_flax.cpython-39.pyc │ │ │ │ ├── modeling_flax_longt5.cpython-39.pyc │ │ │ │ └── modeling_longt5.cpython-39.pyc │ │ │ ├── configuration_longt5.py │ │ │ ├── convert_longt5x_checkpoint_to_flax.py │ │ │ ├── modeling_flax_longt5.py │ │ │ └── modeling_longt5.py │ │ ├── luke │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_luke.cpython-39.pyc │ │ │ │ ├── convert_luke_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_luke.cpython-39.pyc │ │ │ │ └── tokenization_luke.cpython-39.pyc │ │ │ ├── configuration_luke.py │ │ │ ├── convert_luke_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_luke.py │ │ │ └── tokenization_luke.py │ │ ├── lxmert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_lxmert.cpython-39.pyc │ │ │ │ ├── convert_lxmert_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_lxmert.cpython-39.pyc │ │ │ │ ├── modeling_tf_lxmert.cpython-39.pyc │ │ │ │ ├── tokenization_lxmert.cpython-39.pyc │ │ │ │ └── tokenization_lxmert_fast.cpython-39.pyc │ │ │ ├── configuration_lxmert.py │ │ │ ├── convert_lxmert_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_lxmert.py │ │ │ ├── modeling_tf_lxmert.py │ │ │ ├── tokenization_lxmert.py │ │ │ └── tokenization_lxmert_fast.py │ │ ├── m2m_100 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_m2m_100.cpython-39.pyc │ │ │ │ ├── convert_m2m100_original_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_m2m_100.cpython-39.pyc │ │ │ │ └── tokenization_m2m_100.cpython-39.pyc │ │ │ ├── configuration_m2m_100.py │ │ │ ├── convert_m2m100_original_checkpoint_to_pytorch.py │ │ │ ├── modeling_m2m_100.py │ │ │ └── tokenization_m2m_100.py │ │ ├── mamba │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mamba.cpython-39.pyc │ │ │ │ └── modeling_mamba.cpython-39.pyc │ │ │ ├── configuration_mamba.py │ │ │ └── modeling_mamba.py │ │ ├── marian │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_marian.cpython-39.pyc │ │ │ │ ├── convert_marian_tatoeba_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_marian_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_marian.cpython-39.pyc │ │ │ │ ├── modeling_marian.cpython-39.pyc │ │ │ │ ├── modeling_tf_marian.cpython-39.pyc │ │ │ │ └── tokenization_marian.cpython-39.pyc │ │ │ ├── configuration_marian.py │ │ │ ├── convert_marian_tatoeba_to_pytorch.py │ │ │ ├── convert_marian_to_pytorch.py │ │ │ ├── modeling_flax_marian.py │ │ │ ├── modeling_marian.py │ │ │ ├── modeling_tf_marian.py │ │ │ └── tokenization_marian.py │ │ ├── markuplm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_markuplm.cpython-39.pyc │ │ │ │ ├── feature_extraction_markuplm.cpython-39.pyc │ │ │ │ ├── modeling_markuplm.cpython-39.pyc │ │ │ │ ├── processing_markuplm.cpython-39.pyc │ │ │ │ ├── tokenization_markuplm.cpython-39.pyc │ │ │ │ └── tokenization_markuplm_fast.cpython-39.pyc │ │ │ ├── configuration_markuplm.py │ │ │ ├── feature_extraction_markuplm.py │ │ │ ├── modeling_markuplm.py │ │ │ ├── processing_markuplm.py │ │ │ ├── tokenization_markuplm.py │ │ │ └── tokenization_markuplm_fast.py │ │ ├── mask2former │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mask2former.cpython-39.pyc │ │ │ │ ├── convert_mask2former_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_mask2former.cpython-39.pyc │ │ │ │ └── modeling_mask2former.cpython-39.pyc │ │ │ ├── configuration_mask2former.py │ │ │ ├── convert_mask2former_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── image_processing_mask2former.py │ │ │ └── modeling_mask2former.py │ │ ├── maskformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_maskformer.cpython-39.pyc │ │ │ │ ├── configuration_maskformer_swin.cpython-39.pyc │ │ │ │ ├── convert_maskformer_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_maskformer_resnet_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_maskformer_swin_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_maskformer.cpython-39.pyc │ │ │ │ ├── image_processing_maskformer.cpython-39.pyc │ │ │ │ ├── modeling_maskformer.cpython-39.pyc │ │ │ │ └── modeling_maskformer_swin.cpython-39.pyc │ │ │ ├── configuration_maskformer.py │ │ │ ├── configuration_maskformer_swin.py │ │ │ ├── convert_maskformer_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── convert_maskformer_resnet_to_pytorch.py │ │ │ ├── convert_maskformer_swin_to_pytorch.py │ │ │ ├── feature_extraction_maskformer.py │ │ │ ├── image_processing_maskformer.py │ │ │ ├── modeling_maskformer.py │ │ │ └── modeling_maskformer_swin.py │ │ ├── mbart │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mbart.cpython-39.pyc │ │ │ │ ├── convert_mbart_original_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_mbart.cpython-39.pyc │ │ │ │ ├── modeling_mbart.cpython-39.pyc │ │ │ │ ├── modeling_tf_mbart.cpython-39.pyc │ │ │ │ ├── tokenization_mbart.cpython-39.pyc │ │ │ │ └── tokenization_mbart_fast.cpython-39.pyc │ │ │ ├── configuration_mbart.py │ │ │ ├── convert_mbart_original_checkpoint_to_pytorch.py │ │ │ ├── modeling_flax_mbart.py │ │ │ ├── modeling_mbart.py │ │ │ ├── modeling_tf_mbart.py │ │ │ ├── tokenization_mbart.py │ │ │ └── tokenization_mbart_fast.py │ │ ├── mbart50 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── tokenization_mbart50.cpython-39.pyc │ │ │ │ └── tokenization_mbart50_fast.cpython-39.pyc │ │ │ ├── tokenization_mbart50.py │ │ │ └── tokenization_mbart50_fast.py │ │ ├── mega │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mega.cpython-39.pyc │ │ │ │ ├── convert_mega_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_mega.cpython-39.pyc │ │ │ ├── configuration_mega.py │ │ │ ├── convert_mega_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_mega.py │ │ ├── megatron_bert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_megatron_bert.cpython-39.pyc │ │ │ │ ├── convert_megatron_bert_checkpoint.cpython-39.pyc │ │ │ │ └── modeling_megatron_bert.cpython-39.pyc │ │ │ ├── configuration_megatron_bert.py │ │ │ ├── convert_megatron_bert_checkpoint.py │ │ │ └── modeling_megatron_bert.py │ │ ├── megatron_gpt2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── checkpoint_reshaping_and_interoperability.cpython-39.pyc │ │ │ │ └── convert_megatron_gpt2_checkpoint.cpython-39.pyc │ │ │ ├── checkpoint_reshaping_and_interoperability.py │ │ │ └── convert_megatron_gpt2_checkpoint.py │ │ ├── mgp_str │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mgp_str.cpython-39.pyc │ │ │ │ ├── modeling_mgp_str.cpython-39.pyc │ │ │ │ ├── processing_mgp_str.cpython-39.pyc │ │ │ │ └── tokenization_mgp_str.cpython-39.pyc │ │ │ ├── configuration_mgp_str.py │ │ │ ├── modeling_mgp_str.py │ │ │ ├── processing_mgp_str.py │ │ │ └── tokenization_mgp_str.py │ │ ├── mistral │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mistral.cpython-39.pyc │ │ │ │ ├── convert_mistral_weights_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_flax_mistral.cpython-39.pyc │ │ │ │ └── modeling_mistral.cpython-39.pyc │ │ │ ├── configuration_mistral.py │ │ │ ├── convert_mistral_weights_to_hf.py │ │ │ ├── modeling_flax_mistral.py │ │ │ └── modeling_mistral.py │ │ ├── mixtral │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mixtral.cpython-39.pyc │ │ │ │ ├── convert_mixtral_weights_to_hf.cpython-39.pyc │ │ │ │ └── modeling_mixtral.cpython-39.pyc │ │ │ ├── configuration_mixtral.py │ │ │ ├── convert_mixtral_weights_to_hf.py │ │ │ └── modeling_mixtral.py │ │ ├── mluke │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── convert_mluke_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── tokenization_mluke.cpython-39.pyc │ │ │ ├── convert_mluke_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── tokenization_mluke.py │ │ ├── mobilebert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mobilebert.cpython-39.pyc │ │ │ │ ├── convert_mobilebert_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_mobilebert.cpython-39.pyc │ │ │ │ ├── modeling_tf_mobilebert.cpython-39.pyc │ │ │ │ ├── tokenization_mobilebert.cpython-39.pyc │ │ │ │ └── tokenization_mobilebert_fast.cpython-39.pyc │ │ │ ├── configuration_mobilebert.py │ │ │ ├── convert_mobilebert_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_mobilebert.py │ │ │ ├── modeling_tf_mobilebert.py │ │ │ ├── tokenization_mobilebert.py │ │ │ └── tokenization_mobilebert_fast.py │ │ ├── mobilenet_v1 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mobilenet_v1.cpython-39.pyc │ │ │ │ ├── convert_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_mobilenet_v1.cpython-39.pyc │ │ │ │ ├── image_processing_mobilenet_v1.cpython-39.pyc │ │ │ │ └── modeling_mobilenet_v1.cpython-39.pyc │ │ │ ├── configuration_mobilenet_v1.py │ │ │ ├── convert_original_tf_checkpoint_to_pytorch.py │ │ │ ├── feature_extraction_mobilenet_v1.py │ │ │ ├── image_processing_mobilenet_v1.py │ │ │ └── modeling_mobilenet_v1.py │ │ ├── mobilenet_v2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mobilenet_v2.cpython-39.pyc │ │ │ │ ├── convert_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_mobilenet_v2.cpython-39.pyc │ │ │ │ ├── image_processing_mobilenet_v2.cpython-39.pyc │ │ │ │ └── modeling_mobilenet_v2.cpython-39.pyc │ │ │ ├── configuration_mobilenet_v2.py │ │ │ ├── convert_original_tf_checkpoint_to_pytorch.py │ │ │ ├── feature_extraction_mobilenet_v2.py │ │ │ ├── image_processing_mobilenet_v2.py │ │ │ └── modeling_mobilenet_v2.py │ │ ├── mobilevit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mobilevit.cpython-39.pyc │ │ │ │ ├── convert_mlcvnets_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_mobilevit.cpython-39.pyc │ │ │ │ ├── image_processing_mobilevit.cpython-39.pyc │ │ │ │ ├── modeling_mobilevit.cpython-39.pyc │ │ │ │ └── modeling_tf_mobilevit.cpython-39.pyc │ │ │ ├── configuration_mobilevit.py │ │ │ ├── convert_mlcvnets_to_pytorch.py │ │ │ ├── feature_extraction_mobilevit.py │ │ │ ├── image_processing_mobilevit.py │ │ │ ├── modeling_mobilevit.py │ │ │ └── modeling_tf_mobilevit.py │ │ ├── mobilevitv2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mobilevitv2.cpython-39.pyc │ │ │ │ ├── convert_mlcvnets_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_mobilevitv2.cpython-39.pyc │ │ │ ├── configuration_mobilevitv2.py │ │ │ ├── convert_mlcvnets_to_pytorch.py │ │ │ └── modeling_mobilevitv2.py │ │ ├── mpnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mpnet.cpython-39.pyc │ │ │ │ ├── modeling_mpnet.cpython-39.pyc │ │ │ │ ├── modeling_tf_mpnet.cpython-39.pyc │ │ │ │ ├── tokenization_mpnet.cpython-39.pyc │ │ │ │ └── tokenization_mpnet_fast.cpython-39.pyc │ │ │ ├── configuration_mpnet.py │ │ │ ├── modeling_mpnet.py │ │ │ ├── modeling_tf_mpnet.py │ │ │ ├── tokenization_mpnet.py │ │ │ └── tokenization_mpnet_fast.py │ │ ├── mpt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mpt.cpython-39.pyc │ │ │ │ └── modeling_mpt.cpython-39.pyc │ │ │ ├── configuration_mpt.py │ │ │ └── modeling_mpt.py │ │ ├── mra │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mra.cpython-39.pyc │ │ │ │ ├── convert_mra_pytorch_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_mra.cpython-39.pyc │ │ │ ├── configuration_mra.py │ │ │ ├── convert_mra_pytorch_to_pytorch.py │ │ │ └── modeling_mra.py │ │ ├── mt5 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mt5.cpython-39.pyc │ │ │ │ ├── modeling_flax_mt5.cpython-39.pyc │ │ │ │ ├── modeling_mt5.cpython-39.pyc │ │ │ │ └── modeling_tf_mt5.cpython-39.pyc │ │ │ ├── configuration_mt5.py │ │ │ ├── modeling_flax_mt5.py │ │ │ ├── modeling_mt5.py │ │ │ └── modeling_tf_mt5.py │ │ ├── musicgen │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_musicgen.cpython-39.pyc │ │ │ │ ├── convert_musicgen_transformers.cpython-39.pyc │ │ │ │ ├── modeling_musicgen.cpython-39.pyc │ │ │ │ └── processing_musicgen.cpython-39.pyc │ │ │ ├── configuration_musicgen.py │ │ │ ├── convert_musicgen_transformers.py │ │ │ ├── modeling_musicgen.py │ │ │ └── processing_musicgen.py │ │ ├── musicgen_melody │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_musicgen_melody.cpython-39.pyc │ │ │ │ ├── convert_musicgen_melody_transformers.cpython-39.pyc │ │ │ │ ├── feature_extraction_musicgen_melody.cpython-39.pyc │ │ │ │ ├── modeling_musicgen_melody.cpython-39.pyc │ │ │ │ └── processing_musicgen_melody.cpython-39.pyc │ │ │ ├── configuration_musicgen_melody.py │ │ │ ├── convert_musicgen_melody_transformers.py │ │ │ ├── feature_extraction_musicgen_melody.py │ │ │ ├── modeling_musicgen_melody.py │ │ │ └── processing_musicgen_melody.py │ │ ├── mvp │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_mvp.cpython-39.pyc │ │ │ │ ├── modeling_mvp.cpython-39.pyc │ │ │ │ ├── tokenization_mvp.cpython-39.pyc │ │ │ │ └── tokenization_mvp_fast.cpython-39.pyc │ │ │ ├── configuration_mvp.py │ │ │ ├── modeling_mvp.py │ │ │ ├── tokenization_mvp.py │ │ │ └── tokenization_mvp_fast.py │ │ ├── nat │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_nat.cpython-39.pyc │ │ │ │ └── modeling_nat.cpython-39.pyc │ │ │ ├── configuration_nat.py │ │ │ └── modeling_nat.py │ │ ├── nezha │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_nezha.cpython-39.pyc │ │ │ │ └── modeling_nezha.cpython-39.pyc │ │ │ ├── configuration_nezha.py │ │ │ └── modeling_nezha.py │ │ ├── nllb │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── tokenization_nllb.cpython-39.pyc │ │ │ │ └── tokenization_nllb_fast.cpython-39.pyc │ │ │ ├── tokenization_nllb.py │ │ │ └── tokenization_nllb_fast.py │ │ ├── nllb_moe │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_nllb_moe.cpython-39.pyc │ │ │ │ ├── convert_nllb_moe_sharded_original_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_nllb_moe.cpython-39.pyc │ │ │ ├── configuration_nllb_moe.py │ │ │ ├── convert_nllb_moe_sharded_original_checkpoint_to_pytorch.py │ │ │ └── modeling_nllb_moe.py │ │ ├── nougat │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── convert_nougat_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_nougat.cpython-39.pyc │ │ │ │ ├── processing_nougat.cpython-39.pyc │ │ │ │ └── tokenization_nougat_fast.cpython-39.pyc │ │ │ ├── convert_nougat_to_hf.py │ │ │ ├── image_processing_nougat.py │ │ │ ├── processing_nougat.py │ │ │ └── tokenization_nougat_fast.py │ │ ├── nystromformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_nystromformer.cpython-39.pyc │ │ │ │ ├── convert_nystromformer_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_nystromformer.cpython-39.pyc │ │ │ ├── configuration_nystromformer.py │ │ │ ├── convert_nystromformer_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_nystromformer.py │ │ ├── oneformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_oneformer.cpython-39.pyc │ │ │ │ ├── convert_to_hf_oneformer.cpython-39.pyc │ │ │ │ ├── image_processing_oneformer.cpython-39.pyc │ │ │ │ ├── modeling_oneformer.cpython-39.pyc │ │ │ │ └── processing_oneformer.cpython-39.pyc │ │ │ ├── configuration_oneformer.py │ │ │ ├── convert_to_hf_oneformer.py │ │ │ ├── image_processing_oneformer.py │ │ │ ├── modeling_oneformer.py │ │ │ └── processing_oneformer.py │ │ ├── openai │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_openai.cpython-39.pyc │ │ │ │ ├── convert_openai_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_openai.cpython-39.pyc │ │ │ │ ├── modeling_tf_openai.cpython-39.pyc │ │ │ │ ├── tokenization_openai.cpython-39.pyc │ │ │ │ └── tokenization_openai_fast.cpython-39.pyc │ │ │ ├── configuration_openai.py │ │ │ ├── convert_openai_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_openai.py │ │ │ ├── modeling_tf_openai.py │ │ │ ├── tokenization_openai.py │ │ │ └── tokenization_openai_fast.py │ │ ├── opt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_opt.cpython-39.pyc │ │ │ │ ├── convert_opt_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_opt.cpython-39.pyc │ │ │ │ ├── modeling_opt.cpython-39.pyc │ │ │ │ └── modeling_tf_opt.cpython-39.pyc │ │ │ ├── configuration_opt.py │ │ │ ├── convert_opt_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_flax_opt.py │ │ │ ├── modeling_opt.py │ │ │ └── modeling_tf_opt.py │ │ ├── owlv2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_owlv2.cpython-39.pyc │ │ │ │ ├── convert_owlv2_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_owlv2.cpython-39.pyc │ │ │ │ ├── modeling_owlv2.cpython-39.pyc │ │ │ │ └── processing_owlv2.cpython-39.pyc │ │ │ ├── configuration_owlv2.py │ │ │ ├── convert_owlv2_to_hf.py │ │ │ ├── image_processing_owlv2.py │ │ │ ├── modeling_owlv2.py │ │ │ └── processing_owlv2.py │ │ ├── owlvit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_owlvit.cpython-39.pyc │ │ │ │ ├── convert_owlvit_original_flax_to_hf.cpython-39.pyc │ │ │ │ ├── feature_extraction_owlvit.cpython-39.pyc │ │ │ │ ├── image_processing_owlvit.cpython-39.pyc │ │ │ │ ├── modeling_owlvit.cpython-39.pyc │ │ │ │ └── processing_owlvit.cpython-39.pyc │ │ │ ├── configuration_owlvit.py │ │ │ ├── convert_owlvit_original_flax_to_hf.py │ │ │ ├── feature_extraction_owlvit.py │ │ │ ├── image_processing_owlvit.py │ │ │ ├── modeling_owlvit.py │ │ │ └── processing_owlvit.py │ │ ├── patchtsmixer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_patchtsmixer.cpython-39.pyc │ │ │ │ └── modeling_patchtsmixer.cpython-39.pyc │ │ │ ├── configuration_patchtsmixer.py │ │ │ └── modeling_patchtsmixer.py │ │ ├── patchtst │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_patchtst.cpython-39.pyc │ │ │ │ └── modeling_patchtst.cpython-39.pyc │ │ │ ├── configuration_patchtst.py │ │ │ └── modeling_patchtst.py │ │ ├── pegasus │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_pegasus.cpython-39.pyc │ │ │ │ ├── convert_pegasus_tf_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_pegasus.cpython-39.pyc │ │ │ │ ├── modeling_pegasus.cpython-39.pyc │ │ │ │ ├── modeling_tf_pegasus.cpython-39.pyc │ │ │ │ ├── tokenization_pegasus.cpython-39.pyc │ │ │ │ └── tokenization_pegasus_fast.cpython-39.pyc │ │ │ ├── configuration_pegasus.py │ │ │ ├── convert_pegasus_tf_to_pytorch.py │ │ │ ├── modeling_flax_pegasus.py │ │ │ ├── modeling_pegasus.py │ │ │ ├── modeling_tf_pegasus.py │ │ │ ├── tokenization_pegasus.py │ │ │ └── tokenization_pegasus_fast.py │ │ ├── pegasus_x │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_pegasus_x.cpython-39.pyc │ │ │ │ └── modeling_pegasus_x.cpython-39.pyc │ │ │ ├── configuration_pegasus_x.py │ │ │ └── modeling_pegasus_x.py │ │ ├── perceiver │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_perceiver.cpython-39.pyc │ │ │ │ ├── convert_perceiver_haiku_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_perceiver.cpython-39.pyc │ │ │ │ ├── image_processing_perceiver.cpython-39.pyc │ │ │ │ ├── modeling_perceiver.cpython-39.pyc │ │ │ │ └── tokenization_perceiver.cpython-39.pyc │ │ │ ├── configuration_perceiver.py │ │ │ ├── convert_perceiver_haiku_to_pytorch.py │ │ │ ├── feature_extraction_perceiver.py │ │ │ ├── image_processing_perceiver.py │ │ │ ├── modeling_perceiver.py │ │ │ └── tokenization_perceiver.py │ │ ├── persimmon │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_persimmon.cpython-39.pyc │ │ │ │ ├── convert_persimmon_weights_to_hf.cpython-39.pyc │ │ │ │ └── modeling_persimmon.cpython-39.pyc │ │ │ ├── configuration_persimmon.py │ │ │ ├── convert_persimmon_weights_to_hf.py │ │ │ └── modeling_persimmon.py │ │ ├── phi │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_phi.cpython-39.pyc │ │ │ │ ├── convert_phi_weights_to_hf.cpython-39.pyc │ │ │ │ └── modeling_phi.cpython-39.pyc │ │ │ ├── configuration_phi.py │ │ │ ├── convert_phi_weights_to_hf.py │ │ │ └── modeling_phi.py │ │ ├── phobert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── tokenization_phobert.cpython-39.pyc │ │ │ └── tokenization_phobert.py │ │ ├── pix2struct │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_pix2struct.cpython-39.pyc │ │ │ │ ├── convert_pix2struct_original_pytorch_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_pix2struct.cpython-39.pyc │ │ │ │ ├── modeling_pix2struct.cpython-39.pyc │ │ │ │ └── processing_pix2struct.cpython-39.pyc │ │ │ ├── configuration_pix2struct.py │ │ │ ├── convert_pix2struct_original_pytorch_to_hf.py │ │ │ ├── image_processing_pix2struct.py │ │ │ ├── modeling_pix2struct.py │ │ │ └── processing_pix2struct.py │ │ ├── plbart │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_plbart.cpython-39.pyc │ │ │ │ ├── convert_plbart_original_checkpoint_to_torch.cpython-39.pyc │ │ │ │ ├── modeling_plbart.cpython-39.pyc │ │ │ │ └── tokenization_plbart.cpython-39.pyc │ │ │ ├── configuration_plbart.py │ │ │ ├── convert_plbart_original_checkpoint_to_torch.py │ │ │ ├── modeling_plbart.py │ │ │ └── tokenization_plbart.py │ │ ├── poolformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_poolformer.cpython-39.pyc │ │ │ │ ├── convert_poolformer_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_poolformer.cpython-39.pyc │ │ │ │ ├── image_processing_poolformer.cpython-39.pyc │ │ │ │ └── modeling_poolformer.cpython-39.pyc │ │ │ ├── configuration_poolformer.py │ │ │ ├── convert_poolformer_original_to_pytorch.py │ │ │ ├── feature_extraction_poolformer.py │ │ │ ├── image_processing_poolformer.py │ │ │ └── modeling_poolformer.py │ │ ├── pop2piano │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_pop2piano.cpython-39.pyc │ │ │ │ ├── convert_pop2piano_weights_to_hf.cpython-39.pyc │ │ │ │ ├── feature_extraction_pop2piano.cpython-39.pyc │ │ │ │ ├── modeling_pop2piano.cpython-39.pyc │ │ │ │ ├── processing_pop2piano.cpython-39.pyc │ │ │ │ └── tokenization_pop2piano.cpython-39.pyc │ │ │ ├── configuration_pop2piano.py │ │ │ ├── convert_pop2piano_weights_to_hf.py │ │ │ ├── feature_extraction_pop2piano.py │ │ │ ├── modeling_pop2piano.py │ │ │ ├── processing_pop2piano.py │ │ │ └── tokenization_pop2piano.py │ │ ├── prophetnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_prophetnet.cpython-39.pyc │ │ │ │ ├── convert_prophetnet_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_prophetnet.cpython-39.pyc │ │ │ │ └── tokenization_prophetnet.cpython-39.pyc │ │ │ ├── configuration_prophetnet.py │ │ │ ├── convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_prophetnet.py │ │ │ └── tokenization_prophetnet.py │ │ ├── pvt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_pvt.cpython-39.pyc │ │ │ │ ├── convert_pvt_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_pvt.cpython-39.pyc │ │ │ │ └── modeling_pvt.cpython-39.pyc │ │ │ ├── configuration_pvt.py │ │ │ ├── convert_pvt_to_pytorch.py │ │ │ ├── image_processing_pvt.py │ │ │ └── modeling_pvt.py │ │ ├── pvt_v2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_pvt_v2.cpython-39.pyc │ │ │ │ ├── convert_pvt_v2_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_pvt_v2.cpython-39.pyc │ │ │ ├── configuration_pvt_v2.py │ │ │ ├── convert_pvt_v2_to_pytorch.py │ │ │ └── modeling_pvt_v2.py │ │ ├── qdqbert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_qdqbert.cpython-39.pyc │ │ │ │ └── modeling_qdqbert.cpython-39.pyc │ │ │ ├── configuration_qdqbert.py │ │ │ └── modeling_qdqbert.py │ │ ├── qwen2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_qwen2.cpython-39.pyc │ │ │ │ ├── modeling_qwen2.cpython-39.pyc │ │ │ │ ├── tokenization_qwen2.cpython-39.pyc │ │ │ │ └── tokenization_qwen2_fast.cpython-39.pyc │ │ │ ├── configuration_qwen2.py │ │ │ ├── modeling_qwen2.py │ │ │ ├── tokenization_qwen2.py │ │ │ └── tokenization_qwen2_fast.py │ │ ├── rag │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_rag.cpython-39.pyc │ │ │ │ ├── modeling_rag.cpython-39.pyc │ │ │ │ ├── modeling_tf_rag.cpython-39.pyc │ │ │ │ ├── retrieval_rag.cpython-39.pyc │ │ │ │ └── tokenization_rag.cpython-39.pyc │ │ │ ├── configuration_rag.py │ │ │ ├── modeling_rag.py │ │ │ ├── modeling_tf_rag.py │ │ │ ├── retrieval_rag.py │ │ │ └── tokenization_rag.py │ │ ├── realm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_realm.cpython-39.pyc │ │ │ │ ├── modeling_realm.cpython-39.pyc │ │ │ │ ├── retrieval_realm.cpython-39.pyc │ │ │ │ ├── tokenization_realm.cpython-39.pyc │ │ │ │ └── tokenization_realm_fast.cpython-39.pyc │ │ │ ├── configuration_realm.py │ │ │ ├── modeling_realm.py │ │ │ ├── retrieval_realm.py │ │ │ ├── tokenization_realm.py │ │ │ └── tokenization_realm_fast.py │ │ ├── reformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_reformer.cpython-39.pyc │ │ │ │ ├── convert_reformer_trax_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_reformer.cpython-39.pyc │ │ │ │ ├── tokenization_reformer.cpython-39.pyc │ │ │ │ └── tokenization_reformer_fast.cpython-39.pyc │ │ │ ├── configuration_reformer.py │ │ │ ├── convert_reformer_trax_checkpoint_to_pytorch.py │ │ │ ├── modeling_reformer.py │ │ │ ├── tokenization_reformer.py │ │ │ └── tokenization_reformer_fast.py │ │ ├── regnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_regnet.cpython-39.pyc │ │ │ │ ├── convert_regnet_seer_10b_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_regnet_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_regnet.cpython-39.pyc │ │ │ │ ├── modeling_regnet.cpython-39.pyc │ │ │ │ └── modeling_tf_regnet.cpython-39.pyc │ │ │ ├── configuration_regnet.py │ │ │ ├── convert_regnet_seer_10b_to_pytorch.py │ │ │ ├── convert_regnet_to_pytorch.py │ │ │ ├── modeling_flax_regnet.py │ │ │ ├── modeling_regnet.py │ │ │ └── modeling_tf_regnet.py │ │ ├── rembert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_rembert.cpython-39.pyc │ │ │ │ ├── convert_rembert_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_rembert.cpython-39.pyc │ │ │ │ ├── modeling_tf_rembert.cpython-39.pyc │ │ │ │ ├── tokenization_rembert.cpython-39.pyc │ │ │ │ └── tokenization_rembert_fast.cpython-39.pyc │ │ │ ├── configuration_rembert.py │ │ │ ├── convert_rembert_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_rembert.py │ │ │ ├── modeling_tf_rembert.py │ │ │ ├── tokenization_rembert.py │ │ │ └── tokenization_rembert_fast.py │ │ ├── resnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_resnet.cpython-39.pyc │ │ │ │ ├── convert_resnet_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_resnet.cpython-39.pyc │ │ │ │ ├── modeling_resnet.cpython-39.pyc │ │ │ │ └── modeling_tf_resnet.cpython-39.pyc │ │ │ ├── configuration_resnet.py │ │ │ ├── convert_resnet_to_pytorch.py │ │ │ ├── modeling_flax_resnet.py │ │ │ ├── modeling_resnet.py │ │ │ └── modeling_tf_resnet.py │ │ ├── roberta │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_roberta.cpython-39.pyc │ │ │ │ ├── convert_roberta_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_roberta.cpython-39.pyc │ │ │ │ ├── modeling_roberta.cpython-39.pyc │ │ │ │ ├── modeling_tf_roberta.cpython-39.pyc │ │ │ │ ├── tokenization_roberta.cpython-39.pyc │ │ │ │ └── tokenization_roberta_fast.cpython-39.pyc │ │ │ ├── configuration_roberta.py │ │ │ ├── convert_roberta_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_flax_roberta.py │ │ │ ├── modeling_roberta.py │ │ │ ├── modeling_tf_roberta.py │ │ │ ├── tokenization_roberta.py │ │ │ └── tokenization_roberta_fast.py │ │ ├── roberta_prelayernorm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_roberta_prelayernorm.cpython-39.pyc │ │ │ │ ├── convert_roberta_prelayernorm_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_roberta_prelayernorm.cpython-39.pyc │ │ │ │ ├── modeling_roberta_prelayernorm.cpython-39.pyc │ │ │ │ └── modeling_tf_roberta_prelayernorm.cpython-39.pyc │ │ │ ├── configuration_roberta_prelayernorm.py │ │ │ ├── convert_roberta_prelayernorm_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_flax_roberta_prelayernorm.py │ │ │ ├── modeling_roberta_prelayernorm.py │ │ │ └── modeling_tf_roberta_prelayernorm.py │ │ ├── roc_bert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_roc_bert.cpython-39.pyc │ │ │ │ ├── modeling_roc_bert.cpython-39.pyc │ │ │ │ └── tokenization_roc_bert.cpython-39.pyc │ │ │ ├── configuration_roc_bert.py │ │ │ ├── modeling_roc_bert.py │ │ │ └── tokenization_roc_bert.py │ │ ├── roformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_roformer.cpython-39.pyc │ │ │ │ ├── convert_roformer_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_roformer.cpython-39.pyc │ │ │ │ ├── modeling_roformer.cpython-39.pyc │ │ │ │ ├── modeling_tf_roformer.cpython-39.pyc │ │ │ │ ├── tokenization_roformer.cpython-39.pyc │ │ │ │ ├── tokenization_roformer_fast.cpython-39.pyc │ │ │ │ └── tokenization_utils.cpython-39.pyc │ │ │ ├── configuration_roformer.py │ │ │ ├── convert_roformer_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_flax_roformer.py │ │ │ ├── modeling_roformer.py │ │ │ ├── modeling_tf_roformer.py │ │ │ ├── tokenization_roformer.py │ │ │ ├── tokenization_roformer_fast.py │ │ │ └── tokenization_utils.py │ │ ├── rwkv │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_rwkv.cpython-39.pyc │ │ │ │ ├── convert_rwkv_checkpoint_to_hf.cpython-39.pyc │ │ │ │ └── modeling_rwkv.cpython-39.pyc │ │ │ ├── configuration_rwkv.py │ │ │ ├── convert_rwkv_checkpoint_to_hf.py │ │ │ └── modeling_rwkv.py │ │ ├── sam │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_sam.cpython-39.pyc │ │ │ │ ├── convert_sam_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_sam.cpython-39.pyc │ │ │ │ ├── modeling_sam.cpython-39.pyc │ │ │ │ ├── modeling_tf_sam.cpython-39.pyc │ │ │ │ └── processing_sam.cpython-39.pyc │ │ │ ├── configuration_sam.py │ │ │ ├── convert_sam_to_hf.py │ │ │ ├── image_processing_sam.py │ │ │ ├── modeling_sam.py │ │ │ ├── modeling_tf_sam.py │ │ │ └── processing_sam.py │ │ ├── seamless_m4t │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_seamless_m4t.cpython-39.pyc │ │ │ │ ├── convert_fairseq2_to_hf.cpython-39.pyc │ │ │ │ ├── feature_extraction_seamless_m4t.cpython-39.pyc │ │ │ │ ├── modeling_seamless_m4t.cpython-39.pyc │ │ │ │ ├── processing_seamless_m4t.cpython-39.pyc │ │ │ │ ├── tokenization_seamless_m4t.cpython-39.pyc │ │ │ │ └── tokenization_seamless_m4t_fast.cpython-39.pyc │ │ │ ├── configuration_seamless_m4t.py │ │ │ ├── convert_fairseq2_to_hf.py │ │ │ ├── feature_extraction_seamless_m4t.py │ │ │ ├── modeling_seamless_m4t.py │ │ │ ├── processing_seamless_m4t.py │ │ │ ├── tokenization_seamless_m4t.py │ │ │ └── tokenization_seamless_m4t_fast.py │ │ ├── seamless_m4t_v2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_seamless_m4t_v2.cpython-39.pyc │ │ │ │ ├── convert_fairseq2_to_hf.cpython-39.pyc │ │ │ │ └── modeling_seamless_m4t_v2.cpython-39.pyc │ │ │ ├── configuration_seamless_m4t_v2.py │ │ │ ├── convert_fairseq2_to_hf.py │ │ │ └── modeling_seamless_m4t_v2.py │ │ ├── segformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_segformer.cpython-39.pyc │ │ │ │ ├── convert_segformer_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_segformer.cpython-39.pyc │ │ │ │ ├── image_processing_segformer.cpython-39.pyc │ │ │ │ ├── modeling_segformer.cpython-39.pyc │ │ │ │ └── modeling_tf_segformer.cpython-39.pyc │ │ │ ├── configuration_segformer.py │ │ │ ├── convert_segformer_original_to_pytorch.py │ │ │ ├── feature_extraction_segformer.py │ │ │ ├── image_processing_segformer.py │ │ │ ├── modeling_segformer.py │ │ │ └── modeling_tf_segformer.py │ │ ├── seggpt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_seggpt.cpython-39.pyc │ │ │ │ ├── convert_seggpt_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_seggpt.cpython-39.pyc │ │ │ │ └── modeling_seggpt.cpython-39.pyc │ │ │ ├── configuration_seggpt.py │ │ │ ├── convert_seggpt_to_hf.py │ │ │ ├── image_processing_seggpt.py │ │ │ └── modeling_seggpt.py │ │ ├── sew │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_sew.cpython-39.pyc │ │ │ │ ├── convert_sew_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_sew.cpython-39.pyc │ │ │ ├── configuration_sew.py │ │ │ ├── convert_sew_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_sew.py │ │ ├── sew_d │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_sew_d.cpython-39.pyc │ │ │ │ ├── convert_sew_d_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_sew_d.cpython-39.pyc │ │ │ ├── configuration_sew_d.py │ │ │ ├── convert_sew_d_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_sew_d.py │ │ ├── siglip │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_siglip.cpython-39.pyc │ │ │ │ ├── convert_siglip_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_siglip.cpython-39.pyc │ │ │ │ ├── modeling_siglip.cpython-39.pyc │ │ │ │ ├── processing_siglip.cpython-39.pyc │ │ │ │ └── tokenization_siglip.cpython-39.pyc │ │ │ ├── configuration_siglip.py │ │ │ ├── convert_siglip_to_hf.py │ │ │ ├── image_processing_siglip.py │ │ │ ├── modeling_siglip.py │ │ │ ├── processing_siglip.py │ │ │ └── tokenization_siglip.py │ │ ├── speech_encoder_decoder │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_speech_encoder_decoder.cpython-39.pyc │ │ │ │ ├── convert_mbart_wav2vec2_seq2seq_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_speech_encoder_decoder.cpython-39.pyc │ │ │ │ └── modeling_speech_encoder_decoder.cpython-39.pyc │ │ │ ├── configuration_speech_encoder_decoder.py │ │ │ ├── convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py │ │ │ ├── convert_speech_to_text_wav2vec2_seq2seq_original_to_pytorch.py │ │ │ ├── modeling_flax_speech_encoder_decoder.py │ │ │ └── modeling_speech_encoder_decoder.py │ │ ├── speech_to_text │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_speech_to_text.cpython-39.pyc │ │ │ │ ├── convert_s2t_fairseq_to_tfms.cpython-39.pyc │ │ │ │ ├── feature_extraction_speech_to_text.cpython-39.pyc │ │ │ │ ├── modeling_speech_to_text.cpython-39.pyc │ │ │ │ ├── modeling_tf_speech_to_text.cpython-39.pyc │ │ │ │ ├── processing_speech_to_text.cpython-39.pyc │ │ │ │ └── tokenization_speech_to_text.cpython-39.pyc │ │ │ ├── configuration_speech_to_text.py │ │ │ ├── convert_s2t_fairseq_to_tfms.py │ │ │ ├── feature_extraction_speech_to_text.py │ │ │ ├── modeling_speech_to_text.py │ │ │ ├── modeling_tf_speech_to_text.py │ │ │ ├── processing_speech_to_text.py │ │ │ └── tokenization_speech_to_text.py │ │ ├── speech_to_text_2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_speech_to_text_2.cpython-39.pyc │ │ │ │ ├── modeling_speech_to_text_2.cpython-39.pyc │ │ │ │ ├── processing_speech_to_text_2.cpython-39.pyc │ │ │ │ └── tokenization_speech_to_text_2.cpython-39.pyc │ │ │ ├── configuration_speech_to_text_2.py │ │ │ ├── modeling_speech_to_text_2.py │ │ │ ├── processing_speech_to_text_2.py │ │ │ └── tokenization_speech_to_text_2.py │ │ ├── speecht5 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_speecht5.cpython-39.pyc │ │ │ │ ├── convert_hifigan.cpython-39.pyc │ │ │ │ ├── convert_speecht5_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_speecht5.cpython-39.pyc │ │ │ │ ├── modeling_speecht5.cpython-39.pyc │ │ │ │ ├── number_normalizer.cpython-39.pyc │ │ │ │ ├── processing_speecht5.cpython-39.pyc │ │ │ │ └── tokenization_speecht5.cpython-39.pyc │ │ │ ├── configuration_speecht5.py │ │ │ ├── convert_hifigan.py │ │ │ ├── convert_speecht5_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── feature_extraction_speecht5.py │ │ │ ├── modeling_speecht5.py │ │ │ ├── number_normalizer.py │ │ │ ├── processing_speecht5.py │ │ │ └── tokenization_speecht5.py │ │ ├── splinter │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_splinter.cpython-39.pyc │ │ │ │ ├── modeling_splinter.cpython-39.pyc │ │ │ │ ├── tokenization_splinter.cpython-39.pyc │ │ │ │ └── tokenization_splinter_fast.cpython-39.pyc │ │ │ ├── configuration_splinter.py │ │ │ ├── modeling_splinter.py │ │ │ ├── tokenization_splinter.py │ │ │ └── tokenization_splinter_fast.py │ │ ├── squeezebert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_squeezebert.cpython-39.pyc │ │ │ │ ├── modeling_squeezebert.cpython-39.pyc │ │ │ │ ├── tokenization_squeezebert.cpython-39.pyc │ │ │ │ └── tokenization_squeezebert_fast.cpython-39.pyc │ │ │ ├── configuration_squeezebert.py │ │ │ ├── modeling_squeezebert.py │ │ │ ├── tokenization_squeezebert.py │ │ │ └── tokenization_squeezebert_fast.py │ │ ├── stablelm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_stablelm.cpython-39.pyc │ │ │ │ └── modeling_stablelm.cpython-39.pyc │ │ │ ├── configuration_stablelm.py │ │ │ └── modeling_stablelm.py │ │ ├── starcoder2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_starcoder2.cpython-39.pyc │ │ │ │ └── modeling_starcoder2.cpython-39.pyc │ │ │ ├── configuration_starcoder2.py │ │ │ └── modeling_starcoder2.py │ │ ├── superpoint │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_superpoint.cpython-39.pyc │ │ │ │ ├── convert_superpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_superpoint.cpython-39.pyc │ │ │ │ └── modeling_superpoint.cpython-39.pyc │ │ │ ├── configuration_superpoint.py │ │ │ ├── convert_superpoint_to_pytorch.py │ │ │ ├── image_processing_superpoint.py │ │ │ └── modeling_superpoint.py │ │ ├── swiftformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_swiftformer.cpython-39.pyc │ │ │ │ ├── convert_swiftformer_original_to_hf.cpython-39.pyc │ │ │ │ └── modeling_swiftformer.cpython-39.pyc │ │ │ ├── configuration_swiftformer.py │ │ │ ├── convert_swiftformer_original_to_hf.py │ │ │ └── modeling_swiftformer.py │ │ ├── swin │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_swin.cpython-39.pyc │ │ │ │ ├── convert_swin_simmim_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_swin_timm_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_swin.cpython-39.pyc │ │ │ │ └── modeling_tf_swin.cpython-39.pyc │ │ │ ├── configuration_swin.py │ │ │ ├── convert_swin_simmim_to_pytorch.py │ │ │ ├── convert_swin_timm_to_pytorch.py │ │ │ ├── modeling_swin.py │ │ │ └── modeling_tf_swin.py │ │ ├── swin2sr │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_swin2sr.cpython-39.pyc │ │ │ │ ├── convert_swin2sr_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_swin2sr.cpython-39.pyc │ │ │ │ └── modeling_swin2sr.cpython-39.pyc │ │ │ ├── configuration_swin2sr.py │ │ │ ├── convert_swin2sr_original_to_pytorch.py │ │ │ ├── image_processing_swin2sr.py │ │ │ └── modeling_swin2sr.py │ │ ├── swinv2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_swinv2.cpython-39.pyc │ │ │ │ ├── convert_swinv2_timm_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_swinv2.cpython-39.pyc │ │ │ ├── configuration_swinv2.py │ │ │ ├── convert_swinv2_timm_to_pytorch.py │ │ │ └── modeling_swinv2.py │ │ ├── switch_transformers │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_switch_transformers.cpython-39.pyc │ │ │ │ ├── convert_big_switch.cpython-39.pyc │ │ │ │ ├── convert_switch_transformers_original_flax_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_switch_transformers.cpython-39.pyc │ │ │ ├── configuration_switch_transformers.py │ │ │ ├── convert_big_switch.py │ │ │ ├── convert_switch_transformers_original_flax_checkpoint_to_pytorch.py │ │ │ └── modeling_switch_transformers.py │ │ ├── t5 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_t5.cpython-39.pyc │ │ │ │ ├── convert_t5_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_t5x_checkpoint_to_flax.cpython-39.pyc │ │ │ │ ├── convert_t5x_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_flax_t5.cpython-39.pyc │ │ │ │ ├── modeling_t5.cpython-39.pyc │ │ │ │ ├── modeling_tf_t5.cpython-39.pyc │ │ │ │ ├── tokenization_t5.cpython-39.pyc │ │ │ │ └── tokenization_t5_fast.cpython-39.pyc │ │ │ ├── configuration_t5.py │ │ │ ├── convert_t5_original_tf_checkpoint_to_pytorch.py │ │ │ ├── convert_t5x_checkpoint_to_flax.py │ │ │ ├── convert_t5x_checkpoint_to_pytorch.py │ │ │ ├── modeling_flax_t5.py │ │ │ ├── modeling_t5.py │ │ │ ├── modeling_tf_t5.py │ │ │ ├── tokenization_t5.py │ │ │ └── tokenization_t5_fast.py │ │ ├── table_transformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_table_transformer.cpython-39.pyc │ │ │ │ ├── convert_table_transformer_to_hf.cpython-39.pyc │ │ │ │ ├── convert_table_transformer_to_hf_no_timm.cpython-39.pyc │ │ │ │ └── modeling_table_transformer.cpython-39.pyc │ │ │ ├── configuration_table_transformer.py │ │ │ ├── convert_table_transformer_to_hf.py │ │ │ ├── convert_table_transformer_to_hf_no_timm.py │ │ │ └── modeling_table_transformer.py │ │ ├── tapas │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_tapas.cpython-39.pyc │ │ │ │ ├── convert_tapas_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_tapas.cpython-39.pyc │ │ │ │ ├── modeling_tf_tapas.cpython-39.pyc │ │ │ │ └── tokenization_tapas.cpython-39.pyc │ │ │ ├── configuration_tapas.py │ │ │ ├── convert_tapas_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_tapas.py │ │ │ ├── modeling_tf_tapas.py │ │ │ └── tokenization_tapas.py │ │ ├── time_series_transformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_time_series_transformer.cpython-39.pyc │ │ │ │ └── modeling_time_series_transformer.cpython-39.pyc │ │ │ ├── configuration_time_series_transformer.py │ │ │ └── modeling_time_series_transformer.py │ │ ├── timesformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_timesformer.cpython-39.pyc │ │ │ │ ├── convert_timesformer_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_timesformer.cpython-39.pyc │ │ │ ├── configuration_timesformer.py │ │ │ ├── convert_timesformer_to_pytorch.py │ │ │ └── modeling_timesformer.py │ │ ├── timm_backbone │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_timm_backbone.cpython-39.pyc │ │ │ │ └── modeling_timm_backbone.cpython-39.pyc │ │ │ ├── configuration_timm_backbone.py │ │ │ └── modeling_timm_backbone.py │ │ ├── trocr │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_trocr.cpython-39.pyc │ │ │ │ ├── convert_trocr_unilm_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_trocr.cpython-39.pyc │ │ │ │ └── processing_trocr.cpython-39.pyc │ │ │ ├── configuration_trocr.py │ │ │ ├── convert_trocr_unilm_to_pytorch.py │ │ │ ├── modeling_trocr.py │ │ │ └── processing_trocr.py │ │ ├── tvlt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_tvlt.cpython-39.pyc │ │ │ │ ├── feature_extraction_tvlt.cpython-39.pyc │ │ │ │ ├── image_processing_tvlt.cpython-39.pyc │ │ │ │ ├── modeling_tvlt.cpython-39.pyc │ │ │ │ └── processing_tvlt.cpython-39.pyc │ │ │ ├── configuration_tvlt.py │ │ │ ├── feature_extraction_tvlt.py │ │ │ ├── image_processing_tvlt.py │ │ │ ├── modeling_tvlt.py │ │ │ └── processing_tvlt.py │ │ ├── tvp │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_tvp.cpython-39.pyc │ │ │ │ ├── image_processing_tvp.cpython-39.pyc │ │ │ │ ├── modeling_tvp.cpython-39.pyc │ │ │ │ └── processing_tvp.cpython-39.pyc │ │ │ ├── configuration_tvp.py │ │ │ ├── image_processing_tvp.py │ │ │ ├── modeling_tvp.py │ │ │ └── processing_tvp.py │ │ ├── udop │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_udop.cpython-39.pyc │ │ │ │ ├── convert_udop_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_udop.cpython-39.pyc │ │ │ │ ├── processing_udop.cpython-39.pyc │ │ │ │ ├── tokenization_udop.cpython-39.pyc │ │ │ │ └── tokenization_udop_fast.cpython-39.pyc │ │ │ ├── configuration_udop.py │ │ │ ├── convert_udop_to_hf.py │ │ │ ├── modeling_udop.py │ │ │ ├── processing_udop.py │ │ │ ├── tokenization_udop.py │ │ │ └── tokenization_udop_fast.py │ │ ├── umt5 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_umt5.cpython-39.pyc │ │ │ │ ├── convert_umt5_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_umt5.cpython-39.pyc │ │ │ ├── configuration_umt5.py │ │ │ ├── convert_umt5_checkpoint_to_pytorch.py │ │ │ └── modeling_umt5.py │ │ ├── unispeech │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_unispeech.cpython-39.pyc │ │ │ │ ├── convert_unispeech_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_unispeech.cpython-39.pyc │ │ │ ├── configuration_unispeech.py │ │ │ ├── convert_unispeech_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_unispeech.py │ │ ├── unispeech_sat │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_unispeech_sat.cpython-39.pyc │ │ │ │ ├── convert_unispeech_original_s3prl_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_unispeech_sat.cpython-39.pyc │ │ │ ├── configuration_unispeech_sat.py │ │ │ ├── convert_unispeech_original_s3prl_checkpoint_to_pytorch.py │ │ │ ├── convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_unispeech_sat.py │ │ ├── univnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_univnet.cpython-39.pyc │ │ │ │ ├── convert_univnet.cpython-39.pyc │ │ │ │ ├── feature_extraction_univnet.cpython-39.pyc │ │ │ │ └── modeling_univnet.cpython-39.pyc │ │ │ ├── configuration_univnet.py │ │ │ ├── convert_univnet.py │ │ │ ├── feature_extraction_univnet.py │ │ │ └── modeling_univnet.py │ │ ├── upernet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_upernet.cpython-39.pyc │ │ │ │ ├── convert_convnext_upernet_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_swin_upernet_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_upernet.cpython-39.pyc │ │ │ ├── configuration_upernet.py │ │ │ ├── convert_convnext_upernet_to_pytorch.py │ │ │ ├── convert_swin_upernet_to_pytorch.py │ │ │ └── modeling_upernet.py │ │ ├── videomae │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_videomae.cpython-39.pyc │ │ │ │ ├── convert_videomae_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_videomae.cpython-39.pyc │ │ │ │ ├── image_processing_videomae.cpython-39.pyc │ │ │ │ └── modeling_videomae.cpython-39.pyc │ │ │ ├── configuration_videomae.py │ │ │ ├── convert_videomae_to_pytorch.py │ │ │ ├── feature_extraction_videomae.py │ │ │ ├── image_processing_videomae.py │ │ │ └── modeling_videomae.py │ │ ├── vilt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vilt.cpython-39.pyc │ │ │ │ ├── convert_vilt_original_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_vilt.cpython-39.pyc │ │ │ │ ├── image_processing_vilt.cpython-39.pyc │ │ │ │ ├── modeling_vilt.cpython-39.pyc │ │ │ │ └── processing_vilt.cpython-39.pyc │ │ │ ├── configuration_vilt.py │ │ │ ├── convert_vilt_original_to_pytorch.py │ │ │ ├── feature_extraction_vilt.py │ │ │ ├── image_processing_vilt.py │ │ │ ├── modeling_vilt.py │ │ │ └── processing_vilt.py │ │ ├── vipllava │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vipllava.cpython-39.pyc │ │ │ │ ├── convert_vipllava_weights_to_hf.cpython-39.pyc │ │ │ │ └── modeling_vipllava.cpython-39.pyc │ │ │ ├── configuration_vipllava.py │ │ │ ├── convert_vipllava_weights_to_hf.py │ │ │ └── modeling_vipllava.py │ │ ├── vision_encoder_decoder │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vision_encoder_decoder.cpython-39.pyc │ │ │ │ ├── modeling_flax_vision_encoder_decoder.cpython-39.pyc │ │ │ │ ├── modeling_tf_vision_encoder_decoder.cpython-39.pyc │ │ │ │ └── modeling_vision_encoder_decoder.cpython-39.pyc │ │ │ ├── configuration_vision_encoder_decoder.py │ │ │ ├── modeling_flax_vision_encoder_decoder.py │ │ │ ├── modeling_tf_vision_encoder_decoder.py │ │ │ └── modeling_vision_encoder_decoder.py │ │ ├── vision_text_dual_encoder │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vision_text_dual_encoder.cpython-39.pyc │ │ │ │ ├── modeling_flax_vision_text_dual_encoder.cpython-39.pyc │ │ │ │ ├── modeling_tf_vision_text_dual_encoder.cpython-39.pyc │ │ │ │ ├── modeling_vision_text_dual_encoder.cpython-39.pyc │ │ │ │ └── processing_vision_text_dual_encoder.cpython-39.pyc │ │ │ ├── configuration_vision_text_dual_encoder.py │ │ │ ├── modeling_flax_vision_text_dual_encoder.py │ │ │ ├── modeling_tf_vision_text_dual_encoder.py │ │ │ ├── modeling_vision_text_dual_encoder.py │ │ │ └── processing_vision_text_dual_encoder.py │ │ ├── visual_bert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_visual_bert.cpython-39.pyc │ │ │ │ ├── convert_visual_bert_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_visual_bert.cpython-39.pyc │ │ │ ├── configuration_visual_bert.py │ │ │ ├── convert_visual_bert_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_visual_bert.py │ │ ├── vit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vit.cpython-39.pyc │ │ │ │ ├── convert_dino_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_vit_timm_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_vit.cpython-39.pyc │ │ │ │ ├── image_processing_vit.cpython-39.pyc │ │ │ │ ├── modeling_flax_vit.cpython-39.pyc │ │ │ │ ├── modeling_tf_vit.cpython-39.pyc │ │ │ │ └── modeling_vit.cpython-39.pyc │ │ │ ├── configuration_vit.py │ │ │ ├── convert_dino_to_pytorch.py │ │ │ ├── convert_vit_timm_to_pytorch.py │ │ │ ├── feature_extraction_vit.py │ │ │ ├── image_processing_vit.py │ │ │ ├── modeling_flax_vit.py │ │ │ ├── modeling_tf_vit.py │ │ │ └── modeling_vit.py │ │ ├── vit_hybrid │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vit_hybrid.cpython-39.pyc │ │ │ │ ├── convert_vit_hybrid_timm_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_vit_hybrid.cpython-39.pyc │ │ │ │ └── modeling_vit_hybrid.cpython-39.pyc │ │ │ ├── configuration_vit_hybrid.py │ │ │ ├── convert_vit_hybrid_timm_to_pytorch.py │ │ │ ├── image_processing_vit_hybrid.py │ │ │ └── modeling_vit_hybrid.py │ │ ├── vit_mae │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vit_mae.cpython-39.pyc │ │ │ │ ├── convert_vit_mae_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_tf_vit_mae.cpython-39.pyc │ │ │ │ └── modeling_vit_mae.cpython-39.pyc │ │ │ ├── configuration_vit_mae.py │ │ │ ├── convert_vit_mae_to_pytorch.py │ │ │ ├── modeling_tf_vit_mae.py │ │ │ └── modeling_vit_mae.py │ │ ├── vit_msn │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vit_msn.cpython-39.pyc │ │ │ │ ├── convert_msn_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_vit_msn.cpython-39.pyc │ │ │ ├── configuration_vit_msn.py │ │ │ ├── convert_msn_to_pytorch.py │ │ │ └── modeling_vit_msn.py │ │ ├── vitdet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vitdet.cpython-39.pyc │ │ │ │ └── modeling_vitdet.cpython-39.pyc │ │ │ ├── configuration_vitdet.py │ │ │ └── modeling_vitdet.py │ │ ├── vitmatte │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vitmatte.cpython-39.pyc │ │ │ │ ├── convert_vitmatte_to_hf.cpython-39.pyc │ │ │ │ ├── image_processing_vitmatte.cpython-39.pyc │ │ │ │ └── modeling_vitmatte.cpython-39.pyc │ │ │ ├── configuration_vitmatte.py │ │ │ ├── convert_vitmatte_to_hf.py │ │ │ ├── image_processing_vitmatte.py │ │ │ └── modeling_vitmatte.py │ │ ├── vits │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vits.cpython-39.pyc │ │ │ │ ├── convert_original_checkpoint.cpython-39.pyc │ │ │ │ ├── modeling_vits.cpython-39.pyc │ │ │ │ └── tokenization_vits.cpython-39.pyc │ │ │ ├── configuration_vits.py │ │ │ ├── convert_original_checkpoint.py │ │ │ ├── modeling_vits.py │ │ │ └── tokenization_vits.py │ │ ├── vivit │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_vivit.cpython-39.pyc │ │ │ │ ├── convert_vivit_flax_to_pytorch.cpython-39.pyc │ │ │ │ ├── image_processing_vivit.cpython-39.pyc │ │ │ │ └── modeling_vivit.cpython-39.pyc │ │ │ ├── configuration_vivit.py │ │ │ ├── convert_vivit_flax_to_pytorch.py │ │ │ ├── image_processing_vivit.py │ │ │ └── modeling_vivit.py │ │ ├── wav2vec2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_wav2vec2.cpython-39.pyc │ │ │ │ ├── convert_wav2vec2_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_wav2vec2_original_s3prl_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_wav2vec2.cpython-39.pyc │ │ │ │ ├── modeling_flax_wav2vec2.cpython-39.pyc │ │ │ │ ├── modeling_tf_wav2vec2.cpython-39.pyc │ │ │ │ ├── modeling_wav2vec2.cpython-39.pyc │ │ │ │ ├── processing_wav2vec2.cpython-39.pyc │ │ │ │ └── tokenization_wav2vec2.cpython-39.pyc │ │ │ ├── configuration_wav2vec2.py │ │ │ ├── convert_wav2vec2_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── convert_wav2vec2_original_s3prl_checkpoint_to_pytorch.py │ │ │ ├── feature_extraction_wav2vec2.py │ │ │ ├── modeling_flax_wav2vec2.py │ │ │ ├── modeling_tf_wav2vec2.py │ │ │ ├── modeling_wav2vec2.py │ │ │ ├── processing_wav2vec2.py │ │ │ └── tokenization_wav2vec2.py │ │ ├── wav2vec2_bert │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_wav2vec2_bert.cpython-39.pyc │ │ │ │ ├── convert_wav2vec2_seamless_checkpoint.cpython-39.pyc │ │ │ │ ├── modeling_wav2vec2_bert.cpython-39.pyc │ │ │ │ └── processing_wav2vec2_bert.cpython-39.pyc │ │ │ ├── configuration_wav2vec2_bert.py │ │ │ ├── convert_wav2vec2_seamless_checkpoint.py │ │ │ ├── modeling_wav2vec2_bert.py │ │ │ └── processing_wav2vec2_bert.py │ │ ├── wav2vec2_conformer │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_wav2vec2_conformer.cpython-39.pyc │ │ │ │ ├── convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_wav2vec2_conformer.cpython-39.pyc │ │ │ ├── configuration_wav2vec2_conformer.py │ │ │ ├── convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_wav2vec2_conformer.py │ │ ├── wav2vec2_phoneme │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── tokenization_wav2vec2_phoneme.cpython-39.pyc │ │ │ └── tokenization_wav2vec2_phoneme.py │ │ ├── wav2vec2_with_lm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── processing_wav2vec2_with_lm.cpython-39.pyc │ │ │ └── processing_wav2vec2_with_lm.py │ │ ├── wavlm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_wavlm.cpython-39.pyc │ │ │ │ ├── convert_wavlm_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── convert_wavlm_original_s3prl_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_wavlm.cpython-39.pyc │ │ │ ├── configuration_wavlm.py │ │ │ ├── convert_wavlm_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── convert_wavlm_original_s3prl_checkpoint_to_pytorch.py │ │ │ └── modeling_wavlm.py │ │ ├── whisper │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_whisper.cpython-39.pyc │ │ │ │ ├── convert_openai_to_hf.cpython-39.pyc │ │ │ │ ├── english_normalizer.cpython-39.pyc │ │ │ │ ├── feature_extraction_whisper.cpython-39.pyc │ │ │ │ ├── generation_whisper.cpython-39.pyc │ │ │ │ ├── modeling_flax_whisper.cpython-39.pyc │ │ │ │ ├── modeling_tf_whisper.cpython-39.pyc │ │ │ │ ├── modeling_whisper.cpython-39.pyc │ │ │ │ ├── processing_whisper.cpython-39.pyc │ │ │ │ ├── tokenization_whisper.cpython-39.pyc │ │ │ │ └── tokenization_whisper_fast.cpython-39.pyc │ │ │ ├── configuration_whisper.py │ │ │ ├── convert_openai_to_hf.py │ │ │ ├── english_normalizer.py │ │ │ ├── feature_extraction_whisper.py │ │ │ ├── generation_whisper.py │ │ │ ├── modeling_flax_whisper.py │ │ │ ├── modeling_tf_whisper.py │ │ │ ├── modeling_whisper.py │ │ │ ├── processing_whisper.py │ │ │ ├── tokenization_whisper.py │ │ │ └── tokenization_whisper_fast.py │ │ ├── x_clip │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_x_clip.cpython-39.pyc │ │ │ │ ├── convert_x_clip_original_pytorch_to_hf.cpython-39.pyc │ │ │ │ ├── modeling_x_clip.cpython-39.pyc │ │ │ │ └── processing_x_clip.cpython-39.pyc │ │ │ ├── configuration_x_clip.py │ │ │ ├── convert_x_clip_original_pytorch_to_hf.py │ │ │ ├── modeling_x_clip.py │ │ │ └── processing_x_clip.py │ │ ├── xglm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_xglm.cpython-39.pyc │ │ │ │ ├── convert_xglm_original_ckpt_to_trfms.cpython-39.pyc │ │ │ │ ├── modeling_flax_xglm.cpython-39.pyc │ │ │ │ ├── modeling_tf_xglm.cpython-39.pyc │ │ │ │ ├── modeling_xglm.cpython-39.pyc │ │ │ │ ├── tokenization_xglm.cpython-39.pyc │ │ │ │ └── tokenization_xglm_fast.cpython-39.pyc │ │ │ ├── configuration_xglm.py │ │ │ ├── convert_xglm_original_ckpt_to_trfms.py │ │ │ ├── modeling_flax_xglm.py │ │ │ ├── modeling_tf_xglm.py │ │ │ ├── modeling_xglm.py │ │ │ ├── tokenization_xglm.py │ │ │ └── tokenization_xglm_fast.py │ │ ├── xlm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_xlm.cpython-39.pyc │ │ │ │ ├── convert_xlm_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_tf_xlm.cpython-39.pyc │ │ │ │ ├── modeling_xlm.cpython-39.pyc │ │ │ │ └── tokenization_xlm.cpython-39.pyc │ │ │ ├── configuration_xlm.py │ │ │ ├── convert_xlm_original_pytorch_checkpoint_to_pytorch.py │ │ │ ├── modeling_tf_xlm.py │ │ │ ├── modeling_xlm.py │ │ │ └── tokenization_xlm.py │ │ ├── xlm_prophetnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_xlm_prophetnet.cpython-39.pyc │ │ │ │ ├── modeling_xlm_prophetnet.cpython-39.pyc │ │ │ │ └── tokenization_xlm_prophetnet.cpython-39.pyc │ │ │ ├── configuration_xlm_prophetnet.py │ │ │ ├── modeling_xlm_prophetnet.py │ │ │ └── tokenization_xlm_prophetnet.py │ │ ├── xlm_roberta │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_xlm_roberta.cpython-39.pyc │ │ │ │ ├── modeling_flax_xlm_roberta.cpython-39.pyc │ │ │ │ ├── modeling_tf_xlm_roberta.cpython-39.pyc │ │ │ │ ├── modeling_xlm_roberta.cpython-39.pyc │ │ │ │ ├── tokenization_xlm_roberta.cpython-39.pyc │ │ │ │ └── tokenization_xlm_roberta_fast.cpython-39.pyc │ │ │ ├── configuration_xlm_roberta.py │ │ │ ├── modeling_flax_xlm_roberta.py │ │ │ ├── modeling_tf_xlm_roberta.py │ │ │ ├── modeling_xlm_roberta.py │ │ │ ├── tokenization_xlm_roberta.py │ │ │ └── tokenization_xlm_roberta_fast.py │ │ ├── xlm_roberta_xl │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_xlm_roberta_xl.cpython-39.pyc │ │ │ │ ├── convert_xlm_roberta_xl_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_xlm_roberta_xl.cpython-39.pyc │ │ │ ├── configuration_xlm_roberta_xl.py │ │ │ ├── convert_xlm_roberta_xl_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_xlm_roberta_xl.py │ │ ├── xlnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_xlnet.cpython-39.pyc │ │ │ │ ├── convert_xlnet_original_tf_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ ├── modeling_tf_xlnet.cpython-39.pyc │ │ │ │ ├── modeling_xlnet.cpython-39.pyc │ │ │ │ ├── tokenization_xlnet.cpython-39.pyc │ │ │ │ └── tokenization_xlnet_fast.cpython-39.pyc │ │ │ ├── configuration_xlnet.py │ │ │ ├── convert_xlnet_original_tf_checkpoint_to_pytorch.py │ │ │ ├── modeling_tf_xlnet.py │ │ │ ├── modeling_xlnet.py │ │ │ ├── tokenization_xlnet.py │ │ │ └── tokenization_xlnet_fast.py │ │ ├── xmod │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_xmod.cpython-39.pyc │ │ │ │ ├── convert_xmod_original_pytorch_checkpoint_to_pytorch.cpython-39.pyc │ │ │ │ └── modeling_xmod.cpython-39.pyc │ │ │ ├── configuration_xmod.py │ │ │ ├── convert_xmod_original_pytorch_checkpoint_to_pytorch.py │ │ │ └── modeling_xmod.py │ │ ├── yolos │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_yolos.cpython-39.pyc │ │ │ │ ├── convert_yolos_to_pytorch.cpython-39.pyc │ │ │ │ ├── feature_extraction_yolos.cpython-39.pyc │ │ │ │ ├── image_processing_yolos.cpython-39.pyc │ │ │ │ └── modeling_yolos.cpython-39.pyc │ │ │ ├── configuration_yolos.py │ │ │ ├── convert_yolos_to_pytorch.py │ │ │ ├── feature_extraction_yolos.py │ │ │ ├── image_processing_yolos.py │ │ │ └── modeling_yolos.py │ │ └── yoso │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── configuration_yoso.cpython-39.pyc │ │ │ ├── convert_yoso_pytorch_to_pytorch.cpython-39.pyc │ │ │ └── modeling_yoso.cpython-39.pyc │ │ │ ├── configuration_yoso.py │ │ │ ├── convert_yoso_pytorch_to_pytorch.py │ │ │ └── modeling_yoso.py │ ├── onnx │ │ ├── __init__.py │ │ ├── __main__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── __main__.cpython-39.pyc │ │ │ ├── config.cpython-39.pyc │ │ │ ├── convert.cpython-39.pyc │ │ │ ├── features.cpython-39.pyc │ │ │ └── utils.cpython-39.pyc │ │ ├── config.py │ │ ├── convert.py │ │ ├── features.py │ │ └── utils.py │ ├── optimization.py │ ├── optimization_tf.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── audio_classification.cpython-39.pyc │ │ │ ├── audio_utils.cpython-39.pyc │ │ │ ├── automatic_speech_recognition.cpython-39.pyc │ │ │ ├── base.cpython-39.pyc │ │ │ ├── conversational.cpython-39.pyc │ │ │ ├── depth_estimation.cpython-39.pyc │ │ │ ├── document_question_answering.cpython-39.pyc │ │ │ ├── feature_extraction.cpython-39.pyc │ │ │ ├── fill_mask.cpython-39.pyc │ │ │ ├── image_classification.cpython-39.pyc │ │ │ ├── image_feature_extraction.cpython-39.pyc │ │ │ ├── image_segmentation.cpython-39.pyc │ │ │ ├── image_to_image.cpython-39.pyc │ │ │ ├── image_to_text.cpython-39.pyc │ │ │ ├── mask_generation.cpython-39.pyc │ │ │ ├── object_detection.cpython-39.pyc │ │ │ ├── pt_utils.cpython-39.pyc │ │ │ ├── question_answering.cpython-39.pyc │ │ │ ├── table_question_answering.cpython-39.pyc │ │ │ ├── text2text_generation.cpython-39.pyc │ │ │ ├── text_classification.cpython-39.pyc │ │ │ ├── text_generation.cpython-39.pyc │ │ │ ├── text_to_audio.cpython-39.pyc │ │ │ ├── token_classification.cpython-39.pyc │ │ │ ├── video_classification.cpython-39.pyc │ │ │ ├── visual_question_answering.cpython-39.pyc │ │ │ ├── zero_shot_audio_classification.cpython-39.pyc │ │ │ ├── zero_shot_classification.cpython-39.pyc │ │ │ ├── zero_shot_image_classification.cpython-39.pyc │ │ │ └── zero_shot_object_detection.cpython-39.pyc │ │ ├── audio_classification.py │ │ ├── audio_utils.py │ │ ├── automatic_speech_recognition.py │ │ ├── base.py │ │ ├── conversational.py │ │ ├── depth_estimation.py │ │ ├── document_question_answering.py │ │ ├── feature_extraction.py │ │ ├── fill_mask.py │ │ ├── image_classification.py │ │ ├── image_feature_extraction.py │ │ ├── image_segmentation.py │ │ ├── image_to_image.py │ │ ├── image_to_text.py │ │ ├── mask_generation.py │ │ ├── object_detection.py │ │ ├── pt_utils.py │ │ ├── question_answering.py │ │ ├── table_question_answering.py │ │ ├── text2text_generation.py │ │ ├── text_classification.py │ │ ├── text_generation.py │ │ ├── text_to_audio.py │ │ ├── token_classification.py │ │ ├── video_classification.py │ │ ├── visual_question_answering.py │ │ ├── zero_shot_audio_classification.py │ │ ├── zero_shot_classification.py │ │ ├── zero_shot_image_classification.py │ │ └── zero_shot_object_detection.py │ ├── processing_utils.py │ ├── pytorch_utils.py │ ├── quantizers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── auto.cpython-39.pyc │ │ │ ├── base.cpython-39.pyc │ │ │ ├── quantizer_aqlm.cpython-39.pyc │ │ │ ├── quantizer_awq.cpython-39.pyc │ │ │ ├── quantizer_bnb_4bit.cpython-39.pyc │ │ │ ├── quantizer_bnb_8bit.cpython-39.pyc │ │ │ ├── quantizer_gptq.cpython-39.pyc │ │ │ ├── quantizer_quanto.cpython-39.pyc │ │ │ └── quantizers_utils.cpython-39.pyc │ │ ├── auto.py │ │ ├── base.py │ │ ├── quantizer_aqlm.py │ │ ├── quantizer_awq.py │ │ ├── quantizer_bnb_4bit.py │ │ ├── quantizer_bnb_8bit.py │ │ ├── quantizer_gptq.py │ │ ├── quantizer_quanto.py │ │ └── quantizers_utils.py │ ├── safetensors_conversion.py │ ├── sagemaker │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── trainer_sm.cpython-39.pyc │ │ │ └── training_args_sm.cpython-39.pyc │ │ ├── trainer_sm.py │ │ └── training_args_sm.py │ ├── testing_utils.py │ ├── tf_utils.py │ ├── time_series_utils.py │ ├── tokenization_utils.py │ ├── tokenization_utils_base.py │ ├── tokenization_utils_fast.py │ ├── tools │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── agent_types.cpython-39.pyc │ │ │ ├── agents.cpython-39.pyc │ │ │ ├── base.cpython-39.pyc │ │ │ ├── document_question_answering.cpython-39.pyc │ │ │ ├── evaluate_agent.cpython-39.pyc │ │ │ ├── image_captioning.cpython-39.pyc │ │ │ ├── image_question_answering.cpython-39.pyc │ │ │ ├── image_segmentation.cpython-39.pyc │ │ │ ├── prompts.cpython-39.pyc │ │ │ ├── python_interpreter.cpython-39.pyc │ │ │ ├── speech_to_text.cpython-39.pyc │ │ │ ├── text_classification.cpython-39.pyc │ │ │ ├── text_question_answering.cpython-39.pyc │ │ │ ├── text_summarization.cpython-39.pyc │ │ │ ├── text_to_speech.cpython-39.pyc │ │ │ └── translation.cpython-39.pyc │ │ ├── agent_types.py │ │ ├── agents.py │ │ ├── base.py │ │ ├── document_question_answering.py │ │ ├── evaluate_agent.py │ │ ├── image_captioning.py │ │ ├── image_question_answering.py │ │ ├── image_segmentation.py │ │ ├── prompts.py │ │ ├── python_interpreter.py │ │ ├── speech_to_text.py │ │ ├── text_classification.py │ │ ├── text_question_answering.py │ │ ├── text_summarization.py │ │ ├── text_to_speech.py │ │ └── translation.py │ ├── trainer.py │ ├── trainer_callback.py │ ├── trainer_pt_utils.py │ ├── trainer_seq2seq.py │ ├── trainer_utils.py │ ├── training_args.py │ ├── training_args_seq2seq.py │ ├── training_args_tf.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── backbone_utils.cpython-39.pyc │ │ ├── bitsandbytes.cpython-39.pyc │ │ ├── constants.cpython-39.pyc │ │ ├── doc.cpython-39.pyc │ │ ├── dummy_detectron2_objects.cpython-39.pyc │ │ ├── dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.cpython-39.pyc │ │ ├── dummy_flax_objects.cpython-39.pyc │ │ ├── dummy_keras_nlp_objects.cpython-39.pyc │ │ ├── dummy_music_objects.cpython-39.pyc │ │ ├── dummy_pt_objects.cpython-39.pyc │ │ ├── dummy_sentencepiece_and_tokenizers_objects.cpython-39.pyc │ │ ├── dummy_sentencepiece_objects.cpython-39.pyc │ │ ├── dummy_speech_objects.cpython-39.pyc │ │ ├── dummy_tensorflow_text_objects.cpython-39.pyc │ │ ├── dummy_tf_objects.cpython-39.pyc │ │ ├── dummy_tokenizers_objects.cpython-39.pyc │ │ ├── dummy_torchaudio_objects.cpython-39.pyc │ │ ├── dummy_vision_objects.cpython-39.pyc │ │ ├── fx.cpython-39.pyc │ │ ├── generic.cpython-39.pyc │ │ ├── hp_naming.cpython-39.pyc │ │ ├── hub.cpython-39.pyc │ │ ├── import_utils.cpython-39.pyc │ │ ├── logging.cpython-39.pyc │ │ ├── model_parallel_utils.cpython-39.pyc │ │ ├── notebook.cpython-39.pyc │ │ ├── peft_utils.cpython-39.pyc │ │ ├── quantization_config.cpython-39.pyc │ │ ├── sentencepiece_model_pb2.cpython-39.pyc │ │ ├── sentencepiece_model_pb2_new.cpython-39.pyc │ │ └── versions.cpython-39.pyc │ │ ├── backbone_utils.py │ │ ├── bitsandbytes.py │ │ ├── constants.py │ │ ├── doc.py │ │ ├── dummy_detectron2_objects.py │ │ ├── dummy_essentia_and_librosa_and_pretty_midi_and_scipy_and_torch_objects.py │ │ ├── dummy_flax_objects.py │ │ ├── dummy_keras_nlp_objects.py │ │ ├── dummy_music_objects.py │ │ ├── dummy_pt_objects.py │ │ ├── dummy_sentencepiece_and_tokenizers_objects.py │ │ ├── dummy_sentencepiece_objects.py │ │ ├── dummy_speech_objects.py │ │ ├── dummy_tensorflow_text_objects.py │ │ ├── dummy_tf_objects.py │ │ ├── dummy_tokenizers_objects.py │ │ ├── dummy_torchaudio_objects.py │ │ ├── dummy_vision_objects.py │ │ ├── fx.py │ │ ├── generic.py │ │ ├── hp_naming.py │ │ ├── hub.py │ │ ├── import_utils.py │ │ ├── logging.py │ │ ├── model_parallel_utils.py │ │ ├── notebook.py │ │ ├── peft_utils.py │ │ ├── quantization_config.py │ │ ├── sentencepiece_model_pb2.py │ │ ├── sentencepiece_model_pb2_new.py │ │ └── versions.py └── tree_scanning.py ├── GrootV ├── classification │ ├── __pycache__ │ │ ├── config.cpython-39.pyc │ │ ├── ddp_hooks.cpython-39.pyc │ │ ├── logger.cpython-39.pyc │ │ ├── lr_scheduler.cpython-39.pyc │ │ ├── optimizer.cpython-39.pyc │ │ └── utils.cpython-39.pyc │ ├── config.py │ ├── config │ │ ├── grootv_b_1k_224.yaml │ │ ├── grootv_s_1k_224.yaml │ │ └── grootv_t_1k_224.yaml │ ├── dataset │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── build.cpython-39.pyc │ │ │ ├── cached_image_folder.cpython-39.pyc │ │ │ ├── samplers.cpython-39.pyc │ │ │ └── zipreader.cpython-39.pyc │ │ ├── build.py │ │ ├── cached_image_folder.py │ │ ├── samplers.py │ │ └── zipreader.py │ ├── ddp_hooks.py │ ├── export.py │ ├── extract_feature.py │ ├── logger.py │ ├── lr_scheduler.py │ ├── main.py │ ├── meta_data │ │ ├── 22k_class_to_idx.json │ │ └── map22kto1k.txt │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── build.cpython-39.pyc │ │ │ ├── grootv.cpython-39.pyc │ │ │ ├── intern_image.cpython-39.pyc │ │ │ ├── mamba_tree.cpython-39.pyc │ │ │ ├── tree_scanning.cpython-39.pyc │ │ │ └── vmamba.cpython-39.pyc │ │ ├── build.py │ │ ├── grootv.py │ │ ├── tree_scan_utils │ │ │ ├── __pycache__ │ │ │ │ └── tree_scan_core.cpython-39.pyc │ │ │ └── tree_scan_core.py │ │ └── tree_scanning.py │ ├── optimizer.py │ └── utils.py ├── grootv_requirements.txt ├── scripts │ └── bash_cls_train.sh └── third-party │ └── TreeScan │ ├── setup.py │ └── tree_scan │ ├── _C.cpython-39-x86_64-linux-gnu.so │ ├── __pycache__ │ ├── tree_filter_core.cpython-39.pyc │ └── tree_filter_v2.cpython-39.pyc │ └── csrc │ ├── bfs.cu │ ├── bfs.h │ ├── boruvka.cu │ ├── boruvka.h │ ├── boruvka_rst.cu │ ├── boruvka_rst.h │ ├── mst.cu │ ├── mst.h │ ├── refine.cu │ ├── refine.h │ ├── rst.cu │ ├── rst.h │ └── vision.cpp ├── README.md └── assets ├── lan_tree_scanning.png ├── tree_ssm.png └── vis_tree_scanning.png /.DS_Store: -------------------------------------------------------------------------------- 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