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_tell_what_it_is": {"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_tell_what_it_is": {"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_tell_what_it_is": {"validation": 1000, "train": 10000},
    "ag_news_classify": {"test": 7600, "train": 120000},
    "ag_news_classify_question_first": {"test": 7600, "train": 120000},
    "ag_news_classify_with_choices": {"test": 7600, "train": 120000},
    "ag_news_classify_with_choices_question_first": {"test": 7600, "train": 120000},
    "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": {
        "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,
        "train": 3600000,
    },
    "amazon_polarity_Is_this_review": {"test": 400000, "train": 3600000},
    "amazon_polarity_Is_this_review_negative": {"test": 400000, "train": 3600000},
    "amazon_polarity_User_recommend_this_product": {"test": 400000, "train": 3600000},
    "amazon_polarity_convey_negative_or_positive_sentiment": {
        "test": 400000,
        "train": 3600000,
    },
    "amazon_polarity_flattering_or_not": {"test": 400000, "train": 3600000},
    "amazon_polarity_negative_or_positive_tone": {"test": 400000, "train": 3600000},
    "amazon_polarity_user_satisfied": {"test": 400000, "train": 3600000},
    "amazon_polarity_would_you_buy": {"test": 400000, "train": 3600000},
    "anli_GPT_3_style_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_GPT_3_style_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_GPT_3_style_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_GPT_3_style_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_GPT_3_style_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_GPT_3_style_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_MNLI_crowdsource_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_MNLI_crowdsource_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_MNLI_crowdsource_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_MNLI_crowdsource_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_MNLI_crowdsource_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_MNLI_crowdsource_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_always_sometimes_never_r1": {
        "validation": 1000,
        "test": 1000,
        "train": 16946,
    },
    "anli_always_sometimes_never_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_always_sometimes_never_r2": {
        "validation": 1000,
        "test": 1000,
        "train": 45460,
    },
    "anli_always_sometimes_never_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_always_sometimes_never_r3": {
        "validation": 1200,
        "test": 1200,
        "train": 100459,
    },
    "anli_always_sometimes_never_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_based_on_the_previous_passage_r1": {
        "validation": 1000,
        "test": 1000,
        "train": 16946,
    },
    "anli_based_on_the_previous_passage_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_based_on_the_previous_passage_r2": {
        "validation": 1000,
        "test": 1000,
        "train": 45460,
    },
    "anli_based_on_the_previous_passage_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_based_on_the_previous_passage_r3": {
        "validation": 1200,
        "test": 1200,
        "train": 100459,
    },
    "anli_based_on_the_previous_passage_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_can_we_infer_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_can_we_infer_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_can_we_infer_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_can_we_infer_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_can_we_infer_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_can_we_infer_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_claim_true_false_inconclusive_r1": {
        "validation": 1000,
        "test": 1000,
        "train": 16946,
    },
    "anli_claim_true_false_inconclusive_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_claim_true_false_inconclusive_r2": {
        "validation": 1000,
        "test": 1000,
        "train": 45460,
    },
    "anli_claim_true_false_inconclusive_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_claim_true_false_inconclusive_r3": {
        "validation": 1200,
        "test": 1200,
        "train": 100459,
    },
    "anli_claim_true_false_inconclusive_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_consider_always_sometimes_never_r1": {
        "validation": 1000,
        "test": 1000,
        "train": 16946,
    },
    "anli_consider_always_sometimes_never_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_consider_always_sometimes_never_r2": {
        "validation": 1000,
        "test": 1000,
        "train": 45460,
    },
    "anli_consider_always_sometimes_never_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_consider_always_sometimes_never_r3": {
        "validation": 1200,
        "test": 1200,
        "train": 100459,
    },
    "anli_consider_always_sometimes_never_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_does_it_follow_that_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_does_it_follow_that_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_does_it_follow_that_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_does_it_follow_that_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_does_it_follow_that_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_does_it_follow_that_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_does_this_imply_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_does_this_imply_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_does_this_imply_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_does_this_imply_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_does_this_imply_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_does_this_imply_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_guaranteed_possible_impossible_r1": {
        "validation": 1000,
        "test": 1000,
        "train": 16946,
    },
    "anli_guaranteed_possible_impossible_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_guaranteed_possible_impossible_r2": {
        "validation": 1000,
        "test": 1000,
        "train": 45460,
    },
    "anli_guaranteed_possible_impossible_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_guaranteed_possible_impossible_r3": {
        "validation": 1200,
        "test": 1200,
        "train": 100459,
    },
    "anli_guaranteed_possible_impossible_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_guaranteed_true_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_guaranteed_true_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_guaranteed_true_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_guaranteed_true_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_guaranteed_true_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_guaranteed_true_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_justified_in_saying_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_justified_in_saying_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_justified_in_saying_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_justified_in_saying_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_justified_in_saying_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_justified_in_saying_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_must_be_true_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_must_be_true_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_must_be_true_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_must_be_true_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_must_be_true_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_must_be_true_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_should_assume_r1": {"validation": 1000, "test": 1000, "train": 16946},
    "anli_should_assume_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_should_assume_r2": {"validation": 1000, "test": 1000, "train": 45460},
    "anli_should_assume_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_should_assume_r3": {"validation": 1200, "test": 1200, "train": 100459},
    "anli_should_assume_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "anli_take_the_following_as_truth_r1": {
        "validation": 1000,
        "test": 1000,
        "train": 16946,
    },
    "anli_take_the_following_as_truth_r1_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 50838,
    },
    "anli_take_the_following_as_truth_r2": {
        "validation": 1000,
        "test": 1000,
        "train": 45460,
    },
    "anli_take_the_following_as_truth_r2_score_eval": {
        "validation": 3000,
        "test": 3000,
        "train": 136380,
    },
    "anli_take_the_following_as_truth_r3": {
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        "test": 1200,
        "train": 100459,
    },
    "anli_take_the_following_as_truth_r3_score_eval": {
        "validation": 3600,
        "test": 3600,
        "train": 301377,
    },
    "app_reviews_categorize_rating_using_review": {"train": 288065},
    "app_reviews_convert_to_rating": {"train": 288065},
    "app_reviews_convert_to_star_rating": {"train": 288065},
    "app_reviews_generate_review": {"train": 288065},
    "cnn_dailymail_3.0.0_2_or_3_sentences": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "cnn_dailymail_3.0.0_generate_story": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "cnn_dailymail_3.0.0_news_card_view": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "cnn_dailymail_3.0.0_news_stock": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "cnn_dailymail_3.0.0_news_summary": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "cnn_dailymail_3.0.0_spice_up_story": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "cnn_dailymail_3.0.0_sum_in_brief": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "cnn_dailymail_3.0.0_tldr_summary": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "cnn_dailymail_3.0.0_write_an_outline": {
        "validation": 13368,
        "test": 11490,
        "train": 287113,
    },
    "common_gen_Example_prompt": {"validation": 4018, "test": 1497, "train": 67389},
    "common_gen_Given_concepts_type_1": {
        "validation": 4018,
        "test": 1497,
        "train": 67389,
    },
    "common_gen_Given_concepts_type_2": {
        "validation": 4018,
        "test": 1497,
        "train": 67389,
    },
    "common_gen_Put_together": {"validation": 4018, "test": 1497, "train": 67389},
    "common_gen_choice_in_concept_centric_sentence_generation": {
        "validation": 4018,
        "test": 1497,
        "train": 67389,
    },
    "common_gen_random_task_template_prompt": {
        "validation": 4018,
        "test": 1497,
        "train": 67389,
    },
    "common_gen_sentence_to_concepts": {
        "validation": 4018,
        "test": 1497,
        "train": 67389,
    },
    "common_gen_topic_to_sentence": {"validation": 4018, "test": 1497, "train": 67389},
    "common_gen_topics_from_the_sentence": {
        "validation": 4018,
        "test": 1497,
        "train": 67389,
    },
    "cos_e_v1.11_aligned_with_common_sense": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_description_question_option_id": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_description_question_option_text": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_explain_why_human": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_generate_explanation_given_text": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_i_think": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_question_description_option_id": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_question_description_option_text": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_question_option_description_id": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_question_option_description_text": {"validation": 1221, "train": 9741},
    "cos_e_v1.11_rationale": {"validation": 1221, "train": 9741},
    "cosmos_qa_context_answer_to_question": {
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        "test": 6963,
        "train": 25262,
    },
    "cosmos_qa_context_description_question_answer_id": {
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        "train": 25262,
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    "cosmos_qa_context_description_question_answer_text": {
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    },
    "cosmos_qa_context_description_question_text": {
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    },
    "cosmos_qa_context_question_description_answer_id": {
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        "test": 6963,
        "train": 25262,
    },
    "cosmos_qa_context_question_description_answer_text": {
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        "train": 25262,
    },
    "cosmos_qa_context_question_description_text": {
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        "train": 25262,
    },
    "cosmos_qa_description_context_question_answer_id": {
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        "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,
    },
    "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,
    },
    "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,
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    "web_questions_short_general_knowledge_q": {"test": 2032, "train": 3778},
    "web_questions_whats_the_answer": {"test": 2032, "train": 3778},
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    "wiki_qa_Generate_Question_from_Topic": {
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    "winogrande_winogrande_debiased_Replace_score_eval": {
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    "winogrande_winogrande_debiased_does_underscore_refer_to": {
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    "winogrande_winogrande_debiased_stand_for": {
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    "winogrande_winogrande_xl_Replace": {
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    "winogrande_winogrande_xl_Replace_score_eval": {
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    "wiqa_effect_with_label_answer": {"validation": 6894, "test": 3003, "train": 29808},
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    "wiqa_what_is_the_missing_first_step": {
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    "wiqa_what_might_be_the_first_step_of_the_process": {
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    "wiqa_what_might_be_the_last_step_of_the_process": {
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    "wiqa_which_of_the_following_is_the_supposed_perturbation": {
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    "xsum_DOC_boils_down_to_simple_idea_that": {
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        "train": 204045,
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    "xsum_DOC_given_above_write_one_sentence": {
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    "xsum_DOC_how_would_you_rephrase_few_words": {
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    "xsum_DOC_tldr": {"validation": 11332, "test": 11334, "train": 204045},
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    "xsum_article_DOC_summary": {"validation": 11332, "test": 11334, "train": 204045},
    "xsum_college_roommate_asked_DOC_so_I_recap": {
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    "yelp_review_full_so_i_would": {"test": 50000, "train": 650000},
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split_infos = {
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        "features": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
        "seqio_version": "0.0.6",
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        "features": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
        "seqio_version": "0.0.6",
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        "features": {
            "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",
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    "adversarial_qa_dbert_tell_what_it_is": {
        "features": {
            "inputs": {"dtype": "int32", "shape": [None]},
            "inputs_pretokenized": {"dtype": "string", "shape": []},
            "targets": {"dtype": "int32", "shape": [None]},
            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "adversarial_qa_dbidaf_answer_the_following_q": {
        "features": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
        },
        "num_shards": 1,
        "seqio_version": "0.0.6",
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    "adversarial_qa_dbidaf_based_on": {
        "features": {
            "inputs": {"dtype": "int32", "shape": [None]},
            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
        },
        "num_shards": 1,
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    "adversarial_qa_dbidaf_generate_question": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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    "adversarial_qa_dbidaf_tell_what_it_is": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "adversarial_qa_droberta_answer_the_following_q": {
        "features": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "adversarial_qa_droberta_based_on": {
        "features": {
            "inputs": {"dtype": "int32", "shape": [None]},
            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
        },
        "num_shards": 1,
        "seqio_version": "0.0.6",
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    "adversarial_qa_droberta_generate_question": {
        "features": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "adversarial_qa_droberta_question_context_answer": {
        "features": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "adversarial_qa_droberta_tell_what_it_is": {
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            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "ag_news_classify": {
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            "inputs_pretokenized": {"dtype": "string", "shape": []},
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    "ag_news_classify_question_first": {
        "features": {
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    "ag_news_classify_with_choices": {
        "features": {
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    "ag_news_classify_with_choices_question_first": {
        "features": {
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            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "ag_news_recommend": {
        "features": {
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            "inputs": {"dtype": "int32", "shape": [None]},
            "inputs_pretokenized": {"dtype": "string", "shape": []},
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            "targets_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "ag_news_which_section": {
        "features": {
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            "inputs": {"dtype": "int32", "shape": [None]},
            "inputs_pretokenized": {"dtype": "string", "shape": []},
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        "num_shards": 1,
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    "ag_news_which_section_choices": {
        "features": {
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            "inputs": {"dtype": "int32", "shape": [None]},
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        "num_shards": 1,
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    "ai2_arc_ARC_Challenge_heres_a_problem": {
        "features": {
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        "num_shards": 1,
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    "ai2_arc_ARC_Challenge_i_am_hesitating": {
        "features": {
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        "num_shards": 1,
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    "ai2_arc_ARC_Challenge_multiple_choice": {
        "features": {
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        "num_shards": 1,
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    "ai2_arc_ARC_Challenge_pick_false_options": {
        "features": {
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        "num_shards": 1,
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    "ai2_arc_ARC_Challenge_pick_the_most_correct_option": {
        "features": {
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        "num_shards": 1,
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        "seqio_version": "0.0.6",
    },
    "xsum_DOC_given_above_write_one_sentence": {
        "features": {
            "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",
    },
    "xsum_DOC_how_would_you_rephrase_few_words": {
        "features": {
            "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",
    },
    "xsum_DOC_tldr": {
        "features": {
            "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",
    },
    "xsum_DOC_write_summary_of_above": {
        "features": {
            "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",
    },
    "xsum_article_DOC_summary": {
        "features": {
            "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",
    },
    "xsum_college_roommate_asked_DOC_so_I_recap": {
        "features": {
            "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",
    },
    "xsum_read_below_DOC_write_abstract": {
        "features": {
            "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",
    },
    "xsum_summarize_DOC": {
        "features": {
            "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",
    },
    "xsum_summarize_this_DOC_summary": {
        "features": {
            "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",
    },
    "yelp_review_full_based_on_that": {
        "features": {
            "answer_choices": {"dtype": "string", "shape": [None]},
            "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",
    },
    "yelp_review_full_format_rating": {
        "features": {
            "answer_choices": {"dtype": "string", "shape": [None]},
            "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",
    },
    "yelp_review_full_format_score": {
        "features": {
            "answer_choices": {"dtype": "string", "shape": [None]},
            "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",
    },
    "yelp_review_full_format_star": {
        "features": {
            "answer_choices": {"dtype": "string", "shape": [None]},
            "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",
    },
    "yelp_review_full_on_a_scale": {
        "features": {
            "answer_choices": {"dtype": "string", "shape": [None]},
            "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",
    },
    "yelp_review_full_so_i_would": {
        "features": {
            "answer_choices": {"dtype": "string", "shape": [None]},
            "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",
    },
    "yelp_review_full_this_place": {
        "features": {
            "answer_choices": {"dtype": "string", "shape": [None]},
            "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)
    data_split_sizes = DATA_SPLITS_SIZES

    for task_name, split_sizes in data_split_sizes.items():
        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

            if not task_splits_and_features[task_name]:
                task_splits_and_features[task_name] = {
                    "splits": [],
                    "features_dict": features_dict,
                }
            task_splits_and_features[task_name]["splits"].append(split_name)
            assert features_dict == task_splits_and_features[task_name]["features_dict"]
    return task_splits_and_features


_TASK_SPLITS_AND_FEATURES_DICT = find_task_splits_and_features_dict()