diff --git "a/tasks_splits_and_features.py" "b/tasks_splits_and_features.py" --- "a/tasks_splits_and_features.py" +++ "b/tasks_splits_and_features.py" @@ -1,20 +1,48 @@ from collections import defaultdict + DATA_SPLITS_SIZES = { "adversarial_qa_dbert_answer_the_following_q": {"validation": 1000, "train": 10000}, "adversarial_qa_dbert_based_on": {"validation": 1000, "train": 10000}, - "adversarial_qa_dbert_generate_question": {"validation": 1000, "test": 1000, "train": 10000}, - "adversarial_qa_dbert_question_context_answer": {"validation": 1000, "train": 10000}, + "adversarial_qa_dbert_generate_question": { + "validation": 1000, + "test": 1000, + "train": 10000, + }, + "adversarial_qa_dbert_question_context_answer": { + "validation": 1000, + "train": 10000, + }, "adversarial_qa_dbert_tell_what_it_is": {"validation": 1000, "train": 10000}, - "adversarial_qa_dbidaf_answer_the_following_q": {"validation": 1000, "train": 10000}, + "adversarial_qa_dbidaf_answer_the_following_q": { + "validation": 1000, + "train": 10000, + }, "adversarial_qa_dbidaf_based_on": {"validation": 1000, "train": 10000}, - "adversarial_qa_dbidaf_generate_question": {"validation": 1000, "test": 1000, "train": 10000}, - "adversarial_qa_dbidaf_question_context_answer": {"validation": 1000, "train": 10000}, + "adversarial_qa_dbidaf_generate_question": { + "validation": 1000, + "test": 1000, + "train": 10000, + }, + "adversarial_qa_dbidaf_question_context_answer": { + "validation": 1000, + "train": 10000, + }, "adversarial_qa_dbidaf_tell_what_it_is": {"validation": 1000, "train": 10000}, - "adversarial_qa_droberta_answer_the_following_q": {"validation": 1000, "train": 10000}, + "adversarial_qa_droberta_answer_the_following_q": { + "validation": 1000, + "train": 10000, + }, "adversarial_qa_droberta_based_on": {"validation": 1000, "train": 10000}, - "adversarial_qa_droberta_generate_question": {"validation": 1000, "test": 1000, "train": 10000}, - "adversarial_qa_droberta_question_context_answer": {"validation": 1000, "train": 10000}, + "adversarial_qa_droberta_generate_question": { + "validation": 1000, + "test": 1000, + "train": 10000, + }, + "adversarial_qa_droberta_question_context_answer": { + "validation": 1000, + "train": 10000, + }, "adversarial_qa_droberta_tell_what_it_is": {"validation": 1000, "train": 10000}, "ag_news_classify": {"test": 7600, "train": 120000}, "ag_news_classify_question_first": {"test": 7600, "train": 120000}, @@ -23,139 +51,501 @@ DATA_SPLITS_SIZES = { "ag_news_recommend": {"test": 7600, "train": 120000}, "ag_news_which_section": {"test": 7600, "train": 120000}, "ag_news_which_section_choices": {"test": 7600, "train": 120000}, - "ai2_arc_ARC_Challenge_heres_a_problem": {"validation": 299, "test": 1172, "train": 1119}, - "ai2_arc_ARC_Challenge_i_am_hesitating": {"validation": 299, "test": 1172, "train": 1119}, - "ai2_arc_ARC_Challenge_multiple_choice": {"validation": 299, "test": 1172, "train": 1119}, - "ai2_arc_ARC_Challenge_pick_false_options": 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1119, + }, + "ai2_arc_ARC_Challenge_pick_false_options": { + "validation": 299, + "test": 1172, + "train": 1119, + }, + "ai2_arc_ARC_Challenge_pick_the_most_correct_option": { + "validation": 299, + "test": 1172, + "train": 1119, + }, + "ai2_arc_ARC_Challenge_qa_options": { + "validation": 299, + "test": 1172, + "train": 1119, + }, + "ai2_arc_ARC_Easy_heres_a_problem": { + "validation": 570, + "test": 2376, + "train": 2251, + }, + "ai2_arc_ARC_Easy_i_am_hesitating": { + "validation": 570, + "test": 2376, + "train": 2251, + }, + "ai2_arc_ARC_Easy_multiple_choice": { + "validation": 570, + "test": 2376, + "train": 2251, + }, + "ai2_arc_ARC_Easy_pick_false_options": { + "validation": 570, + "test": 2376, + "train": 2251, + }, + "ai2_arc_ARC_Easy_pick_the_most_correct_option": { + "validation": 570, + "test": 2376, + "train": 2251, + }, "ai2_arc_ARC_Easy_qa_options": {"validation": 570, "test": 2376, "train": 2251}, - "amazon_polarity_Is_this_product_review_positive": {"test": 400000, 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"cosmos_qa_description_context_question_text": {"validation": 2985, "test": 6963, "train": 25262}, + "cosmos_qa_context_answer_to_question": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_context_description_question_answer_id": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_context_description_question_answer_text": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_context_description_question_text": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_context_question_description_answer_id": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_context_question_description_answer_text": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_context_question_description_text": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_description_context_question_answer_id": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_description_context_question_answer_text": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, + "cosmos_qa_description_context_question_text": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, "cosmos_qa_no_prompt_id": {"validation": 2985, "test": 6963, "train": 25262}, "cosmos_qa_no_prompt_text": {"validation": 2985, "test": 6963, "train": 25262}, - "cosmos_qa_only_question_answer": {"validation": 2985, "test": 6963, "train": 25262}, + "cosmos_qa_only_question_answer": { + "validation": 2985, + "test": 6963, + "train": 25262, + }, "dbpedia_14_given_a_choice_of_categories_": {"test": 70000, "train": 560000}, - "dbpedia_14_given_a_list_of_category_what_does_the_title_belong_to": {"test": 70000, "train": 560000}, - "dbpedia_14_given_list_what_category_does_the_paragraph_belong_to": {"test": 70000, "train": 560000}, - "dbpedia_14_pick_one_category_for_the_following_text": {"test": 70000, "train": 560000}, + "dbpedia_14_given_a_list_of_category_what_does_the_title_belong_to": { + "test": 70000, + "train": 560000, + }, + "dbpedia_14_given_list_what_category_does_the_paragraph_belong_to": { + "test": 70000, + "train": 560000, + }, + "dbpedia_14_pick_one_category_for_the_following_text": { + "test": 70000, + "train": 560000, + }, "dream_answer_to_dialogue": {"validation": 2040, "test": 2041, "train": 6116}, "dream_baseline": {"validation": 2040, "test": 2041, "train": 6116}, "dream_generate_first_utterance": {"validation": 2040, "test": 2041, "train": 6116}, "dream_generate_last_utterance": {"validation": 2040, "test": 2041, "train": 6116}, - "dream_read_the_following_conversation_and_answer_the_question": {"validation": 2040, "test": 2041, "train": 6116}, - "duorc_ParaphraseRC_answer_question": {"validation": 15591, "test": 15857, "train": 69524}, - "duorc_ParaphraseRC_build_story_around_qa": {"validation": 13111, "test": 13449, "train": 58752}, - "duorc_ParaphraseRC_decide_worth_it": 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3803957}, - "gigaword_write_a_title_for_this_sentence": {"validation": 189651, "test": 1951, "train": 3803957}, + "gigaword_write_a_title_for_this_sentence": { + "validation": 189651, + "test": 1951, + "train": 3803957, + }, "gigaword_write_an_article": {"validation": 189651, "test": 1951, "train": 3803957}, - "gigaword_write_its_sentence": {"validation": 189651, "test": 1951, "train": 3803957}, + "gigaword_write_its_sentence": { + "validation": 189651, + "test": 1951, + "train": 3803957, + }, "glue_mrpc_equivalent": {"validation": 408, "test": 1725, "train": 3668}, "glue_mrpc_generate_paraphrase": {"validation": 279, "test": 1147, "train": 2474}, "glue_mrpc_generate_sentence": {"validation": 279, "test": 1147, "train": 2474}, @@ -229,73 +756,261 @@ DATA_SPLITS_SIZES = { "glue_qqp_meaning": {"validation": 40430, "test": 390965, "train": 363846}, "glue_qqp_quora": {"validation": 40430, "test": 390965, "train": 363846}, "glue_qqp_same_thing": {"validation": 40430, "test": 390965, 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"multi_news_what_are_the_key_points": { + "validation": 5622, + "test": 5622, + "train": 44972, + }, "openbookqa_main_choices": {"validation": 500, "test": 500, "train": 4957}, - "openbookqa_main_choose_an_answer_with_options": {"validation": 500, "test": 500, "train": 4957}, + "openbookqa_main_choose_an_answer_with_options": { + "validation": 500, + "test": 500, + "train": 4957, + }, "openbookqa_main_only_options": {"validation": 500, "test": 500, "train": 4957}, - "openbookqa_main_pick_answer_with_options": {"validation": 500, "test": 500, "train": 4957}, + "openbookqa_main_pick_answer_with_options": { + "validation": 500, + "test": 500, + "train": 4957, + }, "openbookqa_main_pick_using_id": {"validation": 500, "test": 500, "train": 4957}, "openbookqa_main_which_correct": {"validation": 500, "test": 500, "train": 4957}, - "openbookqa_main_which_correct_inverse": {"validation": 500, "test": 500, "train": 4957}, - "paws_labeled_final_Concatenation": {"validation": 8000, "test": 8000, "train": 49401}, - "paws_labeled_final_Concatenation_no_label": {"validation": 8000, "test": 8000, "train": 49401}, + "openbookqa_main_which_correct_inverse": { + "validation": 500, + "test": 500, + "train": 4957, + }, + "paws_labeled_final_Concatenation": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, + "paws_labeled_final_Concatenation_no_label": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, "paws_labeled_final_Meaning": {"validation": 8000, "test": 8000, "train": 49401}, - "paws_labeled_final_Meaning_no_label": {"validation": 8000, "test": 8000, "train": 49401}, - "paws_labeled_final_PAWS_ANLI_GPT3": {"validation": 8000, "test": 8000, "train": 49401}, - "paws_labeled_final_PAWS_ANLI_GPT3_no_label": {"validation": 8000, "test": 8000, "train": 49401}, + "paws_labeled_final_Meaning_no_label": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, + "paws_labeled_final_PAWS_ANLI_GPT3": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, + "paws_labeled_final_PAWS_ANLI_GPT3_no_label": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, "paws_labeled_final_Rewrite": {"validation": 8000, "test": 8000, "train": 49401}, - "paws_labeled_final_Rewrite_no_label": {"validation": 8000, "test": 8000, "train": 49401}, - "paws_labeled_final_context_question": {"validation": 8000, "test": 8000, "train": 49401}, - "paws_labeled_final_context_question_no_label": {"validation": 8000, "test": 8000, "train": 49401}, - "paws_labeled_final_paraphrase_task": {"validation": 3539, "test": 3536, "train": 21829}, - "paws_labeled_final_task_description_no_label": {"validation": 8000, "test": 8000, "train": 49401}, + "paws_labeled_final_Rewrite_no_label": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, + "paws_labeled_final_context_question": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, + "paws_labeled_final_context_question_no_label": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, + "paws_labeled_final_paraphrase_task": { + "validation": 3539, + "test": 3536, + "train": 21829, + }, + "paws_labeled_final_task_description_no_label": { + "validation": 8000, + "test": 8000, + "train": 49401, + }, "piqa_Correct_the_solution": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_Correct_the_solution_if_false_from_sol_1": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_Correct_the_solution_if_false_from_sol_2": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_Does_this_solution_make_sense_sol1": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_Does_this_solution_make_sense_sol2": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_choose_the_most_appropriate_solution": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_finish_sentence_with_correct_choice": {"validation": 1838, "test": 3084, "train": 16113}, + "piqa_Correct_the_solution_if_false_from_sol_1": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, + "piqa_Correct_the_solution_if_false_from_sol_2": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, + "piqa_Does_this_solution_make_sense_sol1": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, + "piqa_Does_this_solution_make_sense_sol2": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, + "piqa_choose_the_most_appropriate_solution": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, + "piqa_finish_sentence_with_correct_choice": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, "piqa_no_prompt_needed": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_pick_correct_choice_index": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_pick_correct_choice_with_choice_given_before_goal": {"validation": 1838, "test": 3084, "train": 16113}, - "piqa_what_is_the_correct_ending": {"validation": 1838, "test": 3084, "train": 16113}, + "piqa_pick_correct_choice_index": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, + "piqa_pick_correct_choice_with_choice_given_before_goal": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, + "piqa_what_is_the_correct_ending": { + "validation": 1838, + "test": 3084, + "train": 16113, + }, "qasc_is_correct_1": {"validation": 926, "test": 920, "train": 8134}, "qasc_is_correct_2": {"validation": 926, "test": 920, "train": 8134}, "qasc_qa_with_combined_facts_1": {"validation": 926, "test": 920, "train": 8134}, @@ -304,17 +1019,61 @@ DATA_SPLITS_SIZES = { "qasc_qa_with_separated_facts_3": {"validation": 926, "test": 920, "train": 8134}, "qasc_qa_with_separated_facts_4": {"validation": 926, "test": 920, "train": 8134}, "qasc_qa_with_separated_facts_5": {"validation": 926, "test": 920, "train": 8134}, - "quail_context_description_question_answer_id": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_context_description_question_answer_text": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_context_description_question_text": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_context_question_answer_description_id": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_context_question_answer_description_text": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_context_question_description_answer_id": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_context_question_description_answer_text": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_context_question_description_text": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_description_context_question_answer_id": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_description_context_question_answer_text": {"challenge": 556, "validation": 2164, "train": 10246}, - "quail_description_context_question_text": {"challenge": 556, "validation": 2164, "train": 10246}, + "quail_context_description_question_answer_id": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_context_description_question_answer_text": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_context_description_question_text": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_context_question_answer_description_id": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_context_question_answer_description_text": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_context_question_description_answer_id": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_context_question_description_answer_text": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_context_question_description_text": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_description_context_question_answer_id": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_description_context_question_answer_text": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, + "quail_description_context_question_text": { + "challenge": 556, + "validation": 2164, + "train": 10246, + }, "quail_no_prompt_id": {"challenge": 556, "validation": 2164, "train": 10246}, "quail_no_prompt_text": {"challenge": 556, "validation": 2164, "train": 10246}, "quarel_choose_between": {"validation": 278, "test": 552, "train": 1941}, @@ -324,12 +1083,28 @@ DATA_SPLITS_SIZES = { "quarel_testing_students": {"validation": 278, "test": 552, "train": 1941}, "quartz_answer_question_based_on": {"validation": 384, "test": 784, "train": 2696}, "quartz_answer_question_below": {"validation": 384, "test": 784, "train": 2696}, - "quartz_given_the_fact_answer_the_q": {"validation": 384, "test": 784, "train": 2696}, + "quartz_given_the_fact_answer_the_q": { + "validation": 384, + "test": 784, + "train": 2696, + }, "quartz_having_read_above_passage": {"validation": 384, "test": 784, "train": 2696}, - "quartz_paragraph_question_plain_concat": {"validation": 384, "test": 784, "train": 2696}, + "quartz_paragraph_question_plain_concat": { + "validation": 384, + "test": 784, + "train": 2696, + }, "quartz_read_passage_below_choose": {"validation": 384, "test": 784, "train": 2696}, - "quartz_use_info_from_paragraph_question": {"validation": 384, "test": 784, "train": 2696}, - "quartz_use_info_from_question_paragraph": {"validation": 384, "test": 784, "train": 2696}, + "quartz_use_info_from_paragraph_question": { + "validation": 384, + "test": 784, + "train": 2696, + }, + "quartz_use_info_from_question_paragraph": { + "validation": 384, + "test": 784, + "train": 2696, + }, "quoref_Answer_Friend_Question": {"validation": 2418, "train": 19399}, "quoref_Answer_Question_Given_Context": {"validation": 2418, "train": 19399}, "quoref_Answer_Test": {"validation": 2418, "train": 19399}, @@ -341,22 +1116,78 @@ DATA_SPLITS_SIZES = { "quoref_Guess_Title_For_Context": {"validation": 2418, "train": 19399}, "quoref_Read_And_Extract_": {"validation": 2418, "train": 19399}, "quoref_What_Is_The_Answer": {"validation": 2418, "train": 19399}, - "race_high_Is_this_the_right_answer": {"validation": 3451, "test": 3498, "train": 62445}, - "race_high_Read_the_article_and_answer_the_question_no_option_": {"validation": 3451, "test": 3498, "train": 62445}, - "race_high_Select_the_best_answer": {"validation": 3451, "test": 3498, "train": 62445}, - "race_high_Select_the_best_answer_generate_span_": {"validation": 3451, "test": 3498, "train": 62445}, - "race_high_Select_the_best_answer_no_instructions_": {"validation": 3451, "test": 3498, "train": 62445}, + "race_high_Is_this_the_right_answer": { + "validation": 3451, + "test": 3498, + "train": 62445, + }, + "race_high_Read_the_article_and_answer_the_question_no_option_": { + "validation": 3451, + "test": 3498, + "train": 62445, + }, + "race_high_Select_the_best_answer": { + "validation": 3451, + "test": 3498, + "train": 62445, + }, + "race_high_Select_the_best_answer_generate_span_": { + "validation": 3451, + "test": 3498, + "train": 62445, + }, + "race_high_Select_the_best_answer_no_instructions_": { + "validation": 3451, + "test": 3498, + "train": 62445, + }, "race_high_Taking_a_test": {"validation": 3451, "test": 3498, "train": 62445}, - "race_high_Write_a_multi_choice_question_for_the_following_article": {"validation": 3451, "test": 3498, "train": 62445}, - "race_high_Write_a_multi_choice_question_options_given_": {"validation": 3451, "test": 3498, "train": 62445}, - "race_middle_Is_this_the_right_answer": {"validation": 1436, "test": 1436, "train": 25421}, - "race_middle_Read_the_article_and_answer_the_question_no_option_": {"validation": 1436, "test": 1436, "train": 25421}, - "race_middle_Select_the_best_answer": {"validation": 1436, "test": 1436, "train": 25421}, - "race_middle_Select_the_best_answer_generate_span_": {"validation": 1436, "test": 1436, "train": 25421}, - "race_middle_Select_the_best_answer_no_instructions_": {"validation": 1436, "test": 1436, "train": 25421}, + "race_high_Write_a_multi_choice_question_for_the_following_article": { + "validation": 3451, + "test": 3498, + "train": 62445, + }, + "race_high_Write_a_multi_choice_question_options_given_": { + "validation": 3451, + "test": 3498, + "train": 62445, + }, + "race_middle_Is_this_the_right_answer": { + "validation": 1436, + "test": 1436, + "train": 25421, + }, + "race_middle_Read_the_article_and_answer_the_question_no_option_": { + "validation": 1436, + "test": 1436, + "train": 25421, + }, + "race_middle_Select_the_best_answer": { + "validation": 1436, + "test": 1436, + "train": 25421, + }, + "race_middle_Select_the_best_answer_generate_span_": { + "validation": 1436, + "test": 1436, + "train": 25421, + }, + "race_middle_Select_the_best_answer_no_instructions_": { + "validation": 1436, + "test": 1436, + "train": 25421, + }, "race_middle_Taking_a_test": {"validation": 1436, "test": 1436, "train": 25421}, - "race_middle_Write_a_multi_choice_question_for_the_following_article": {"validation": 1436, "test": 1436, "train": 25421}, - "race_middle_Write_a_multi_choice_question_options_given_": {"validation": 1436, "test": 1436, "train": 25421}, + "race_middle_Write_a_multi_choice_question_for_the_following_article": { + "validation": 1436, + "test": 1436, + "train": 25421, + }, + "race_middle_Write_a_multi_choice_question_options_given_": { + "validation": 1436, + "test": 1436, + "train": 25421, + }, "ropes_background_new_situation_answer": {"validation": 1688, "train": 10924}, "ropes_background_situation_middle": {"validation": 1688, "train": 10924}, "ropes_given_background_situation": {"validation": 1688, "train": 10924}, @@ -369,200 +1200,747 @@ DATA_SPLITS_SIZES = { "ropes_prompt_bottom_no_hint": {"validation": 1688, "train": 10924}, "ropes_prompt_mix": {"validation": 1688, "train": 10924}, "ropes_read_background_situation": {"validation": 1688, "train": 10924}, - "rotten_tomatoes_Movie_Expressed_Sentiment": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Movie_Expressed_Sentiment_2": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Reviewer_Enjoyment": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Reviewer_Enjoyment_Yes_No": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Reviewer_Expressed_Sentiment": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Reviewer_Opinion_bad_good_choices": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Reviewer_Sentiment_Feeling": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Sentiment_with_choices_": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Text_Expressed_Sentiment": {"validation": 1066, "test": 1066, "train": 8530}, - "rotten_tomatoes_Writer_Expressed_Sentiment": {"validation": 1066, "test": 1066, "train": 8530}, - "samsum_Generate_a_summary_for_this_dialogue": {"validation": 818, "test": 819, "train": 14732}, - "samsum_Given_the_above_dialogue_write_a_summary": {"validation": 818, "test": 819, "train": 14732}, - "samsum_Sum_up_the_following_dialogue": {"validation": 818, "test": 819, "train": 14732}, + "rotten_tomatoes_Movie_Expressed_Sentiment": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Movie_Expressed_Sentiment_2": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Reviewer_Enjoyment": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Reviewer_Enjoyment_Yes_No": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Reviewer_Expressed_Sentiment": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Reviewer_Opinion_bad_good_choices": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Reviewer_Sentiment_Feeling": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Sentiment_with_choices_": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Text_Expressed_Sentiment": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "rotten_tomatoes_Writer_Expressed_Sentiment": { + "validation": 1066, + "test": 1066, + "train": 8530, + }, + "samsum_Generate_a_summary_for_this_dialogue": { + "validation": 818, + "test": 819, + "train": 14732, + }, + "samsum_Given_the_above_dialogue_write_a_summary": { + "validation": 818, + "test": 819, + "train": 14732, + }, + "samsum_Sum_up_the_following_dialogue": { + "validation": 818, + "test": 819, + "train": 14732, + }, "samsum_Summarize_": {"validation": 818, "test": 819, "train": 14732}, "samsum_Summarize_this_dialogue_": {"validation": 818, "test": 819, "train": 14732}, "samsum_To_sum_up_this_dialog": {"validation": 818, "test": 819, "train": 14732}, - "samsum_Write_a_dialogue_that_match_this_summary": {"validation": 818, "test": 819, "train": 14732}, + "samsum_Write_a_dialogue_that_match_this_summary": { + "validation": 818, + "test": 819, + "train": 14732, + }, "sciq_Direct_Question": {"validation": 1000, "test": 1000, "train": 11679}, - "sciq_Direct_Question_Closed_Book_": {"validation": 1000, "test": 1000, "train": 11679}, + "sciq_Direct_Question_Closed_Book_": { + "validation": 1000, + "test": 1000, + "train": 11679, + }, "sciq_Multiple_Choice": {"validation": 1000, "test": 1000, "train": 11679}, - "sciq_Multiple_Choice_Closed_Book_": {"validation": 1000, "test": 1000, "train": 11679}, - "sciq_Multiple_Choice_Question_First": {"validation": 1000, "test": 1000, "train": 11679}, - "social_i_qa_Check_if_a_random_answer_is_valid_or_not": {"validation": 1954, "train": 33410}, + "sciq_Multiple_Choice_Closed_Book_": { + "validation": 1000, + "test": 1000, + "train": 11679, + }, + "sciq_Multiple_Choice_Question_First": { + "validation": 1000, + "test": 1000, + "train": 11679, + }, + "social_i_qa_Check_if_a_random_answer_is_valid_or_not": { + "validation": 1954, + "train": 33410, + }, "social_i_qa_Generate_answer": {"validation": 1954, "train": 33410}, - "social_i_qa_Generate_the_question_from_the_answer": {"validation": 1954, "train": 33410}, + "social_i_qa_Generate_the_question_from_the_answer": { + "validation": 1954, + "train": 33410, + }, "social_i_qa_I_was_wondering": {"validation": 1954, "train": 33410}, - "social_i_qa_Show_choices_and_generate_answer": {"validation": 1954, "train": 33410}, + "social_i_qa_Show_choices_and_generate_answer": { + "validation": 1954, + "train": 33410, + }, "social_i_qa_Show_choices_and_generate_index": {"validation": 1954, "train": 33410}, "squad_v2_Jeopardy_with_Context": {"validation": 5928, "train": 86821}, "squad_v2_Jeopardy_without_Context": {"validation": 5928, "train": 86821}, "squad_v2_Questions_with_Context": {"validation": 11873, "train": 130319}, - "squad_v2_Questions_with_Context_Without_Prompt_Keywords": {"validation": 11873, "train": 130319}, - "squad_v2_Questions_with_Context_Without_Prompt_Keywords_unanswerable": {"validation": 11873, "train": 130319}, - "squad_v2_Questions_with_Context_unanswerable": {"validation": 11873, "train": 130319}, + "squad_v2_Questions_with_Context_Without_Prompt_Keywords": { + "validation": 11873, + "train": 130319, + }, + "squad_v2_Questions_with_Context_Without_Prompt_Keywords_unanswerable": { + "validation": 11873, + "train": 130319, + }, + "squad_v2_Questions_with_Context_unanswerable": { + "validation": 11873, + "train": 130319, + }, "squad_v2_Topic_Prediction_Context": {"validation": 11873, "train": 130319}, - "squad_v2_Topic_Prediction_Context_with_randomized_prompt_options": {"validation": 11873, "train": 130319}, - "squad_v2_Topic_Prediction_Context_with_randomized_prompt_options_placed_in_the_end": {"validation": 11873, "train": 130319}, - "squad_v2_Topic_Prediction_Question_and_Answer_Pair": {"validation": 5928, "train": 86821}, + "squad_v2_Topic_Prediction_Context_with_randomized_prompt_options": { + "validation": 11873, + "train": 130319, + }, + "squad_v2_Topic_Prediction_Context_with_randomized_prompt_options_placed_in_the_end": { + "validation": 11873, + "train": 130319, + }, + "squad_v2_Topic_Prediction_Question_and_Answer_Pair": { + "validation": 5928, + "train": 86821, + }, "squad_v2_Trivia": {"validation": 5928, "train": 86821}, "squad_v2_Unanwerable_question": {"validation": 11873, "train": 130319}, "super_glue_boolq_GPT_3_Style": {"validation": 3270, "test": 3245, "train": 9427}, "super_glue_boolq_I_wonder_": {"validation": 3270, "test": 3245, "train": 9427}, "super_glue_boolq_after_reading": {"validation": 3270, "test": 3245, "train": 9427}, - "super_glue_boolq_based_on_the_following_passage": {"validation": 3270, "test": 3245, "train": 9427}, - "super_glue_boolq_based_on_the_previous_passage": {"validation": 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"super_glue_wic_question_context_score_eval": {"validation": 1276, "test": 2800, "train": 10856}, + "super_glue_wic_question_context_meaning": { + "validation": 638, + "test": 1400, + "train": 5428, + }, + "super_glue_wic_question_context_meaning_score_eval": { + "validation": 1276, + "test": 2800, + "train": 10856, + }, + "super_glue_wic_question_context_meaning_with_label": { + "validation": 638, + "test": 1400, + "train": 5428, + }, + "super_glue_wic_question_context_meaning_with_label_score_eval": { + "validation": 1276, + "test": 2800, + "train": 10856, + }, + "super_glue_wic_question_context_score_eval": { + "validation": 1276, + "test": 2800, + "train": 10856, + }, "super_glue_wic_same_sense": {"validation": 638, "test": 1400, "train": 5428}, - "super_glue_wic_same_sense_score_eval": {"validation": 1276, "test": 2800, "train": 10856}, + "super_glue_wic_same_sense_score_eval": { + "validation": 1276, + "test": 2800, + "train": 10856, + }, "super_glue_wic_similar_sense": {"validation": 638, "test": 1400, "train": 5428}, - "super_glue_wic_similar_sense_score_eval": {"validation": 1276, "test": 2800, "train": 10856}, + "super_glue_wic_similar_sense_score_eval": { + "validation": 1276, + "test": 2800, + "train": 10856, + }, "super_glue_wsc.fixed_GPT_3_Style": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_GPT_3_Style_score_eval": {"validation": 208, "test": 292, "train": 1108}, - "super_glue_wsc.fixed_I_think_they_mean": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_I_think_they_mean_score_eval": {"validation": 208, "test": 292, "train": 1108}, - "super_glue_wsc.fixed_Who_or_what_is_are": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_Who_or_what_is_are_score_eval": {"validation": 208, "test": 292, "train": 1108}, - "super_glue_wsc.fixed_by_p_they_mean": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_by_p_they_mean_score_eval": {"validation": 208, "test": 292, "train": 1108}, - "super_glue_wsc.fixed_does_p_stand_for": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_does_p_stand_for_score_eval": {"validation": 208, "test": 292, "train": 1108}, - "super_glue_wsc.fixed_does_the_pronoun_refer_to": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_does_the_pronoun_refer_to_score_eval": {"validation": 208, "test": 292, "train": 1108}, - "super_glue_wsc.fixed_in_other_words": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_in_other_words_score_eval": {"validation": 208, "test": 292, "train": 1108}, + "super_glue_wsc.fixed_GPT_3_Style_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, + "super_glue_wsc.fixed_I_think_they_mean": { + "validation": 104, + "test": 146, + "train": 554, + }, + "super_glue_wsc.fixed_I_think_they_mean_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, + "super_glue_wsc.fixed_Who_or_what_is_are": { + "validation": 104, + "test": 146, + "train": 554, + }, + "super_glue_wsc.fixed_Who_or_what_is_are_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, + "super_glue_wsc.fixed_by_p_they_mean": { + "validation": 104, + "test": 146, + "train": 554, + }, + "super_glue_wsc.fixed_by_p_they_mean_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, + "super_glue_wsc.fixed_does_p_stand_for": { + "validation": 104, + "test": 146, + "train": 554, + }, + "super_glue_wsc.fixed_does_p_stand_for_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, + "super_glue_wsc.fixed_does_the_pronoun_refer_to": { + "validation": 104, + "test": 146, + "train": 554, + }, + "super_glue_wsc.fixed_does_the_pronoun_refer_to_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, + "super_glue_wsc.fixed_in_other_words": { + "validation": 104, + "test": 146, + "train": 554, + }, + "super_glue_wsc.fixed_in_other_words_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, "super_glue_wsc.fixed_p_is_are_r": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_p_is_are_r_score_eval": {"validation": 208, "test": 292, "train": 1108}, - "super_glue_wsc.fixed_replaced_with": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_replaced_with_score_eval": {"validation": 208, "test": 292, "train": 1108}, - "super_glue_wsc.fixed_the_pronoun_refers_to": {"validation": 104, "test": 146, "train": 554}, - "super_glue_wsc.fixed_the_pronoun_refers_to_score_eval": {"validation": 208, "test": 292, "train": 1108}, + "super_glue_wsc.fixed_p_is_are_r_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, + "super_glue_wsc.fixed_replaced_with": { + "validation": 104, + "test": 146, + "train": 554, + }, + "super_glue_wsc.fixed_replaced_with_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, + "super_glue_wsc.fixed_the_pronoun_refers_to": { + "validation": 104, + "test": 146, + "train": 554, + }, + "super_glue_wsc.fixed_the_pronoun_refers_to_score_eval": { + "validation": 208, + "test": 292, + "train": 1108, + }, "trec_fine_grained_ABBR": {"test": 9, "train": 86}, "trec_fine_grained_ABBR_context_first": {"test": 9, "train": 86}, "trec_fine_grained_DESC": {"test": 138, "train": 1162}, @@ -581,11 +1959,27 @@ DATA_SPLITS_SIZES = { "trec_trec2": {"test": 500, "train": 5452}, "trec_what_category_best_describe": {"test": 500, "train": 5452}, "trec_which_category_best_describes": {"test": 500, "train": 5452}, - "trivia_qa_unfiltered_first_person_context": {"validation": 11313, "test": 10832, "train": 87622}, - "trivia_qa_unfiltered_formal_description": {"validation": 11313, "test": 10832, "train": 87622}, + "trivia_qa_unfiltered_first_person_context": { + "validation": 11313, + "test": 10832, + "train": 87622, + }, + "trivia_qa_unfiltered_formal_description": { + "validation": 11313, + "test": 10832, + "train": 87622, + }, "trivia_qa_unfiltered_guess_question": {"validation": 11313, "train": 87622}, - "trivia_qa_unfiltered_question_answer": {"validation": 11313, "test": 10832, "train": 87622}, - "trivia_qa_unfiltered_question_with_instruction": {"validation": 11313, "test": 10832, "train": 87622}, + "trivia_qa_unfiltered_question_answer": { + "validation": 11313, + "test": 10832, + "train": 87622, + }, + "trivia_qa_unfiltered_question_with_instruction": { + "validation": 11313, + "test": 10832, + "train": 87622, + }, "web_questions_get_the_answer": {"test": 2032, "train": 3778}, "web_questions_potential_correct_answer": {"test": 2032, "train": 3778}, "web_questions_question_answer": {"test": 2032, "train": 3778}, @@ -596,64 +1990,238 @@ DATA_SPLITS_SIZES = { "wiki_bio_key_content": {"val": 72831, "test": 72829, "train": 582639}, "wiki_bio_what_content": {"val": 72831, "test": 72829, "train": 582639}, "wiki_bio_who": {"val": 72831, "test": 72829, "train": 582639}, - "wiki_hop_original_choose_best_object_affirmative_1": {"validation": 5129, "train": 43738}, - "wiki_hop_original_choose_best_object_affirmative_2": {"validation": 5129, "train": 43738}, - "wiki_hop_original_choose_best_object_affirmative_3": {"validation": 5129, "train": 43738}, - "wiki_hop_original_choose_best_object_interrogative_1": {"validation": 5129, "train": 43738}, - "wiki_hop_original_choose_best_object_interrogative_2": {"validation": 5129, "train": 43738}, + "wiki_hop_original_choose_best_object_affirmative_1": { + "validation": 5129, + "train": 43738, + }, + "wiki_hop_original_choose_best_object_affirmative_2": { + "validation": 5129, + "train": 43738, + }, + "wiki_hop_original_choose_best_object_affirmative_3": { + "validation": 5129, + "train": 43738, + }, + "wiki_hop_original_choose_best_object_interrogative_1": { + "validation": 5129, + "train": 43738, + }, + "wiki_hop_original_choose_best_object_interrogative_2": { + "validation": 5129, + "train": 43738, + }, "wiki_hop_original_explain_relation": {"validation": 5129, "train": 43738}, "wiki_hop_original_generate_object": {"validation": 5129, "train": 43738}, "wiki_hop_original_generate_subject": {"validation": 5129, "train": 43738}, - "wiki_hop_original_generate_subject_and_object": {"validation": 5129, "train": 43738}, + "wiki_hop_original_generate_subject_and_object": { + "validation": 5129, + "train": 43738, + }, "wiki_qa_Decide_good_answer": {"validation": 2733, "test": 6165, "train": 20360}, - "wiki_qa_Direct_Answer_to_Question": {"validation": 140, "test": 293, "train": 1040}, - "wiki_qa_Generate_Question_from_Topic": {"validation": 140, "test": 293, "train": 1040}, + "wiki_qa_Direct_Answer_to_Question": { + "validation": 140, + "test": 293, + "train": 1040, + }, + "wiki_qa_Generate_Question_from_Topic": { + "validation": 140, + "test": 293, + "train": 1040, + }, "wiki_qa_Is_This_True_": {"validation": 2733, "test": 6165, "train": 20360}, "wiki_qa_Jeopardy_style": {"validation": 140, "test": 293, "train": 1040}, - "wiki_qa_Topic_Prediction_Answer_Only": {"validation": 140, "test": 293, "train": 1040}, - "wiki_qa_Topic_Prediction_Question_Only": {"validation": 140, "test": 293, "train": 1040}, - "wiki_qa_Topic_Prediction_Question_and_Answer_Pair": {"validation": 140, "test": 293, "train": 1040}, + "wiki_qa_Topic_Prediction_Answer_Only": { + "validation": 140, + "test": 293, + "train": 1040, + }, + "wiki_qa_Topic_Prediction_Question_Only": { + "validation": 140, + "test": 293, + "train": 1040, + }, + "wiki_qa_Topic_Prediction_Question_and_Answer_Pair": { + "validation": 140, + "test": 293, + "train": 1040, + }, "wiki_qa_automatic_system": {"validation": 2733, "test": 6165, "train": 20360}, "wiki_qa_exercise": {"validation": 2733, "test": 6165, "train": 20360}, "wiki_qa_found_on_google": {"validation": 2733, "test": 6165, "train": 20360}, - "winogrande_winogrande_debiased_Replace": {"validation": 1267, "test": 1767, "train": 9248}, - "winogrande_winogrande_debiased_Replace_score_eval": {"validation": 2534, "test": 3534, "train": 18496}, - "winogrande_winogrande_debiased_does_underscore_refer_to": {"validation": 1267, "test": 1767, "train": 9248}, - "winogrande_winogrande_debiased_does_underscore_refer_to_score_eval": {"validation": 2534, "test": 3534, "train": 18496}, - "winogrande_winogrande_debiased_fill_in_the_blank": {"validation": 1267, "test": 1767, "train": 9248}, - "winogrande_winogrande_debiased_fill_in_the_blank_score_eval": {"validation": 2534, "test": 3534, "train": 18496}, - "winogrande_winogrande_debiased_stand_for": {"validation": 1267, "test": 1767, "train": 9248}, - "winogrande_winogrande_debiased_stand_for_score_eval": {"validation": 2534, "test": 3534, "train": 18496}, - "winogrande_winogrande_debiased_underscore_refer_to": {"validation": 1267, "test": 1767, "train": 9248}, - "winogrande_winogrande_debiased_underscore_refer_to_score_eval": {"validation": 2534, "test": 3534, "train": 18496}, - "winogrande_winogrande_xl_Replace": {"validation": 1267, "test": 1767, "train": 40398}, - "winogrande_winogrande_xl_Replace_score_eval": {"validation": 2534, "test": 3534, "train": 80796}, - "winogrande_winogrande_xl_does_underscore_refer_to": {"validation": 1267, "test": 1767, "train": 40398}, - "winogrande_winogrande_xl_does_underscore_refer_to_score_eval": {"validation": 2534, "test": 3534, "train": 80796}, - "winogrande_winogrande_xl_fill_in_the_blank": {"validation": 1267, "test": 1767, "train": 40398}, - "winogrande_winogrande_xl_fill_in_the_blank_score_eval": {"validation": 2534, "test": 3534, "train": 80796}, - "winogrande_winogrande_xl_stand_for": {"validation": 1267, "test": 1767, "train": 40398}, - "winogrande_winogrande_xl_stand_for_score_eval": {"validation": 2534, "test": 3534, "train": 80796}, - "winogrande_winogrande_xl_underscore_refer_to": {"validation": 1267, "test": 1767, "train": 40398}, - "winogrande_winogrande_xl_underscore_refer_to_score_eval": {"validation": 2534, "test": 3534, "train": 80796}, - "wiqa_does_the_supposed_perturbation_have_an_effect": {"validation": 6894, "test": 3003, "train": 29808}, + "winogrande_winogrande_debiased_Replace": { + "validation": 1267, + "test": 1767, + "train": 9248, + }, + "winogrande_winogrande_debiased_Replace_score_eval": { + "validation": 2534, + "test": 3534, + "train": 18496, + }, + "winogrande_winogrande_debiased_does_underscore_refer_to": { + "validation": 1267, + "test": 1767, + "train": 9248, + }, + "winogrande_winogrande_debiased_does_underscore_refer_to_score_eval": { + "validation": 2534, + "test": 3534, + "train": 18496, + }, + "winogrande_winogrande_debiased_fill_in_the_blank": { + "validation": 1267, + "test": 1767, + "train": 9248, + }, + "winogrande_winogrande_debiased_fill_in_the_blank_score_eval": { + "validation": 2534, + "test": 3534, + "train": 18496, + }, + "winogrande_winogrande_debiased_stand_for": { + "validation": 1267, + "test": 1767, + "train": 9248, + }, + "winogrande_winogrande_debiased_stand_for_score_eval": { + "validation": 2534, + "test": 3534, + "train": 18496, + }, + "winogrande_winogrande_debiased_underscore_refer_to": { + "validation": 1267, + "test": 1767, + "train": 9248, + }, + "winogrande_winogrande_debiased_underscore_refer_to_score_eval": { + "validation": 2534, + "test": 3534, + "train": 18496, + }, + "winogrande_winogrande_xl_Replace": { + "validation": 1267, + "test": 1767, + "train": 40398, + }, + "winogrande_winogrande_xl_Replace_score_eval": { + "validation": 2534, + "test": 3534, + "train": 80796, + }, + "winogrande_winogrande_xl_does_underscore_refer_to": { + "validation": 1267, + "test": 1767, + "train": 40398, + }, + "winogrande_winogrande_xl_does_underscore_refer_to_score_eval": { + "validation": 2534, + "test": 3534, + "train": 80796, + }, + "winogrande_winogrande_xl_fill_in_the_blank": { + "validation": 1267, + "test": 1767, + "train": 40398, + }, + "winogrande_winogrande_xl_fill_in_the_blank_score_eval": { + "validation": 2534, + "test": 3534, + "train": 80796, + }, + "winogrande_winogrande_xl_stand_for": { + "validation": 1267, + "test": 1767, + "train": 40398, + }, + "winogrande_winogrande_xl_stand_for_score_eval": { + "validation": 2534, + "test": 3534, + "train": 80796, + }, + "winogrande_winogrande_xl_underscore_refer_to": { + "validation": 1267, + "test": 1767, + "train": 40398, + }, + "winogrande_winogrande_xl_underscore_refer_to_score_eval": { + "validation": 2534, + "test": 3534, + "train": 80796, + }, + "wiqa_does_the_supposed_perturbation_have_an_effect": { + "validation": 6894, + "test": 3003, + "train": 29808, + }, "wiqa_effect_with_label_answer": {"validation": 6894, "test": 3003, "train": 29808}, - "wiqa_effect_with_string_answer": {"validation": 6894, "test": 3003, "train": 29808}, - "wiqa_what_is_the_final_step_of_the_following_process": {"validation": 6894, "test": 3003, "train": 29808}, - "wiqa_what_is_the_missing_first_step": {"validation": 6894, "test": 3003, "train": 29808}, - "wiqa_what_might_be_the_first_step_of_the_process": {"validation": 6894, "test": 3003, "train": 29808}, - "wiqa_what_might_be_the_last_step_of_the_process": {"validation": 6894, "test": 3003, "train": 29808}, - "wiqa_which_of_the_following_is_the_supposed_perturbation": {"validation": 6894, "test": 3003, "train": 29808}, - "xsum_DOC_boils_down_to_simple_idea_that": {"validation": 11332, "test": 11334, "train": 204045}, - "xsum_DOC_given_above_write_one_sentence": {"validation": 11332, "test": 11334, "train": 204045}, - "xsum_DOC_how_would_you_rephrase_few_words": {"validation": 11332, "test": 11334, "train": 204045}, + "wiqa_effect_with_string_answer": { + "validation": 6894, + "test": 3003, + "train": 29808, + }, + "wiqa_what_is_the_final_step_of_the_following_process": { + "validation": 6894, + "test": 3003, + "train": 29808, + }, + "wiqa_what_is_the_missing_first_step": { + "validation": 6894, + "test": 3003, + "train": 29808, + }, + "wiqa_what_might_be_the_first_step_of_the_process": { + "validation": 6894, + "test": 3003, + "train": 29808, + }, + "wiqa_what_might_be_the_last_step_of_the_process": { + "validation": 6894, + "test": 3003, + "train": 29808, + }, + "wiqa_which_of_the_following_is_the_supposed_perturbation": { + "validation": 6894, + "test": 3003, + "train": 29808, + }, + "xsum_DOC_boils_down_to_simple_idea_that": { + "validation": 11332, + "test": 11334, + "train": 204045, + }, + "xsum_DOC_given_above_write_one_sentence": { + "validation": 11332, + "test": 11334, + "train": 204045, + }, + "xsum_DOC_how_would_you_rephrase_few_words": { + "validation": 11332, + "test": 11334, + "train": 204045, + }, "xsum_DOC_tldr": {"validation": 11332, "test": 11334, "train": 204045}, - "xsum_DOC_write_summary_of_above": {"validation": 11332, "test": 11334, "train": 204045}, + "xsum_DOC_write_summary_of_above": { + "validation": 11332, + "test": 11334, + "train": 204045, + }, "xsum_article_DOC_summary": {"validation": 11332, "test": 11334, "train": 204045}, - "xsum_college_roommate_asked_DOC_so_I_recap": {"validation": 11332, "test": 11334, "train": 204045}, - "xsum_read_below_DOC_write_abstract": {"validation": 11332, "test": 11334, "train": 204045}, + "xsum_college_roommate_asked_DOC_so_I_recap": { + "validation": 11332, + "test": 11334, + "train": 204045, + }, + "xsum_read_below_DOC_write_abstract": { + "validation": 11332, + "test": 11334, + "train": 204045, + }, "xsum_summarize_DOC": {"validation": 11332, "test": 11334, "train": 204045}, - "xsum_summarize_this_DOC_summary": {"validation": 11332, "test": 11334, "train": 204045}, + "xsum_summarize_this_DOC_summary": { + "validation": 11332, + "test": 11334, + "train": 204045, + }, "yelp_review_full_based_on_that": {"test": 50000, "train": 650000}, "yelp_review_full_format_rating": {"test": 50000, "train": 650000}, "yelp_review_full_format_score": {"test": 50000, "train": 650000}, @@ -664,465 +2232,7317 @@ DATA_SPLITS_SIZES = { } split_infos = { - 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"inputs": {"dtype": "int32", "shape": [None]}, + "inputs_pretokenized": {"dtype": "string", "shape": []}, + "targets": {"dtype": "int32", "shape": [None]}, + "targets_pretokenized": {"dtype": "string", "shape": []}, + }, + "num_shards": 1, + "seqio_version": "0.0.6", + }, } - def find_task_splits_and_features_dict(): """Get the task available (list was pre-computed by `print_data_split_sizes.py`), and get the features for each task.""" task_splits_and_features = defaultdict(dict) @@ -1132,7 +9552,7 @@ def find_task_splits_and_features_dict(): for split_name in split_sizes.keys(): split_info = split_infos[task_name] features_dict = split_info["features"] - assert split_info["num_shards"] == 1 # TODO -> handle multiple shards + assert split_info["num_shards"] == 1 # TODO -> handle multiple shards if not task_splits_and_features[task_name]: task_splits_and_features[task_name] = {