hardcoded data_split_sizes and split_infos to avoid downloading

P3.py

@@ -16,11 +16,10 @@
 
 
 import datasets
-import json
-import urllib
-from collections import defaultdict
 import tensorflow as tf
 
+from .tasks_splits_and_features import _TASK_SPLITS_AND_FEATURES_DICT
+
 
 _CITATION = """@misc{sanh2021multitask,
       title={Multitask Prompted Training Enables Zero-Shot Task Generalization},
@@ -44,7 +43,6 @@ _LICENSE = "Apache License 2.0"
 _HOMEPAGE = "https://github.com/bigscience-workshop/promptsource"
 
 _DATA_PATH = "data"
-_HUB_PATH = "https://huggingface.co/datasets/bigscience/P3/raw/main"
 
 
 logger = datasets.logging.get_logger(__name__)
@@ -80,49 +78,6 @@ def load_cached_task(features_dict, tfrecord):
     return ds
 
 
-def read_from_url(url):
-    # TODO: there might be a better way to handle these downloads (especially regarding caching).
-    # TODO: Ultimately, we should rely on the cache if internet is not available.
-    try:
-        content = urllib.request.urlopen(url, timeout=10.0)
-        logger.info(f"Downloaded {url}")
-    except urllib.error.URLError as e:
-        raise ConnectionError(e)
-    return content.read().decode("utf-8")
-
-
-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 = read_from_url(f"{_HUB_PATH}/data_split_sizes.csv")
-    data_split_sizes = [t.strip() for t in data_split_sizes.splitlines()]
-    data_split_sizes = data_split_sizes[1:]
-    data_split_sizes = [t.split("|") for t in data_split_sizes]
-    data_split_sizes = [(t[0], json.loads(t[1])) for t in data_split_sizes]
-
-    for task_name, split_sizes in data_split_sizes:
-        for split_name in split_sizes.keys():
-            split_info = json.loads(
-                read_from_url(
-                    f"{_HUB_PATH}/data/{task_name}/info.{split_name}.json"
-                )
-            )
-            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()
 _URLs = {
     task_name: {
         split_name: {

README.md

@@ -104,7 +104,7 @@ The data fields are the same among all splits:
 
 ### Data Splits
 
-The list of data splits and their respective sizes is very long. We give the whole list in this [csv](https://huggingface.co/datasets/bigscience/P3/blob/main/data_split_sizes.csv)
+The list of data splits and their respective sizes is very long. You'll find the whole list in this [file](https://huggingface.co/datasets/bigscience/P3/blob/main/tasks_splits_and_features.py).
 
 ## Dataset Creation
 

data_split_sizes.csv

@@ -1,661 +0,0 @@
-Data(sub)set|Number of examples per splits
-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|{"validation": 1200, "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|{"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}
-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}
-duorc_ParaphraseRC_decide_worth_it|{"validation": 15591, "test": 15857, "train": 69524}
-duorc_ParaphraseRC_extract_answer|{"validation": 15591, "test": 15857, "train": 69524}
-duorc_ParaphraseRC_generate_question|{"validation": 15591, "test": 15857, "train": 69524}
-duorc_ParaphraseRC_generate_question_by_answer|{"validation": 13111, "test": 13449, "train": 58752}
-duorc_ParaphraseRC_movie_director|{"validation": 15591, "test": 15857, "train": 69524}
-duorc_ParaphraseRC_question_answering|{"validation": 15591, "test": 15857, "train": 69524}
-duorc_ParaphraseRC_title_generation|{"validation": 15591, "test": 15857, "train": 69524}
-duorc_SelfRC_answer_question|{"validation": 12961, "test": 12559, "train": 60721}
-duorc_SelfRC_build_story_around_qa|{"validation": 12845, "test": 12415, "train": 60094}
-duorc_SelfRC_decide_worth_it|{"validation": 12961, "test": 12559, "train": 60721}
-duorc_SelfRC_extract_answer|{"validation": 12961, "test": 12559, "train": 60721}
-duorc_SelfRC_generate_question|{"validation": 12961, "test": 12559, "train": 60721}
-duorc_SelfRC_generate_question_by_answer|{"validation": 12845, "test": 12415, "train": 60094}
-duorc_SelfRC_movie_director|{"validation": 12961, "test": 12559, "train": 60721}
-duorc_SelfRC_question_answering|{"validation": 12961, "test": 12559, "train": 60721}
-duorc_SelfRC_title_generation|{"validation": 12961, "test": 12559, "train": 60721}
-gigaword_TLDR|{"validation": 189651, "test": 1951, "train": 3803957}
-gigaword_first_sentence_title|{"validation": 189651, "test": 1951, "train": 3803957}
-gigaword_generate_summary_for_this|{"validation": 189651, "test": 1951, "train": 3803957}
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-gigaword_write_an_article|{"validation": 189651, "test": 1951, "train": 3803957}
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-glue_qqp_meaning|{"validation": 40430, "test": 390965, "train": 363846}
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-hellaswag_Open_ended_start|{"validation": 10042, "test": 10003, "train": 39905}
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-hellaswag_Topic_of_the_context|{"validation": 10042, "test": 10003, "train": 39905}
-hellaswag_Topic_without_the_ending_answer|{"validation": 10042, "test": 10003, "train": 39905}
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-imdb_Reviewer_Enjoyment|{"test": 25000, "unsupervised": 50000, "train": 25000}
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-imdb_Reviewer_Opinion_bad_good_choices|{"test": 25000, "unsupervised": 50000, "train": 25000}
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-kilt_tasks_hotpotqa_complex_question|{"validation": 5600, "train": 88869}
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-kilt_tasks_hotpotqa_formulate|{"validation": 5600, "train": 88869}
-kilt_tasks_hotpotqa_straighforward_qa|{"validation": 5600, "train": 88869}
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-multi_news_summarize|{"validation": 5622, "test": 5622, "train": 44972}
-multi_news_summary_scenario|{"validation": 5622, "test": 5622, "train": 44972}
-multi_news_synthesize|{"validation": 5622, "test": 5622, "train": 44972}
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-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}
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-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}
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-quoref_Found_Context_Online|{"validation": 2418, "train": 19399}
-quoref_Given_Context_Answer_Question|{"validation": 2418, "train": 19399}
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-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}
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-race_high_Taking_a_test|{"validation": 3451, "test": 3498, "train": 62445}
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-social_i_qa_I_was_wondering|{"validation": 1954, "train": 33410}
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-super_glue_copa__What_could_happen_next_C1_or_C2__score_eval|{"validation": 96, "test": 500, "train": 404}
-super_glue_copa__which_may_be_caused_by|{"validation": 52, "test": 250, "train": 198}
-super_glue_copa__which_may_be_caused_by_score_eval|{"validation": 104, "test": 500, "train": 396}
-super_glue_copa__why_C1_or_C2|{"validation": 52, "test": 250, "train": 198}
-super_glue_copa__why_C1_or_C2_score_eval|{"validation": 104, "test": 500, "train": 396}
-super_glue_copa_best_option|{"validation": 100, "test": 500, "train": 400}
-super_glue_copa_best_option_score_eval|{"validation": 200, "test": 1000, "train": 800}
-super_glue_copa_cause_effect|{"validation": 100, "test": 500, "train": 400}
-super_glue_copa_cause_effect_score_eval|{"validation": 200, "test": 1000, "train": 800}
-super_glue_copa_choose|{"validation": 100, "test": 500, "train": 400}
-super_glue_copa_choose_score_eval|{"validation": 200, "test": 1000, "train": 800}
-super_glue_copa_exercise|{"validation": 100, "test": 500, "train": 400}
-super_glue_copa_exercise_score_eval|{"validation": 200, "test": 1000, "train": 800}
-super_glue_copa_i_am_hesitating|{"validation": 100, "test": 500, "train": 400}
-super_glue_copa_i_am_hesitating_score_eval|{"validation": 200, "test": 1000, "train": 800}
-super_glue_copa_more_likely|{"validation": 100, "test": 500, "train": 400}
-super_glue_copa_more_likely_score_eval|{"validation": 200, "test": 1000, "train": 800}
-super_glue_copa_plausible_alternatives|{"validation": 100, "test": 500, "train": 400}
-super_glue_copa_plausible_alternatives_score_eval|{"validation": 200, "test": 1000, "train": 800}
-super_glue_multirc_I_was_going_to_say_|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_Would_it_be_good_to_answer_|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_confirm|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_correct|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_decide_valid|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_found_this_answer|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_grading|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_is_a_correct_answer_|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_is_the_correct_answer_|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_multirc_paragraph_question_is_it_|{"validation": 4848, "test": 9693, "train": 27243}
-super_glue_record_Add_sentence_after_after_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_Add_sentence_after_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_Can_you_figure_out_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_GPT_3_style_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_GPT_3_style_summary_only_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_GPT_3_style_with_labels_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_GPT_3_style_with_labels_without_hyphens_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_GPT_3_style_without_hyphens_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_In_the_question_above_the_placeholder_stands_for|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_New_highlight_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_News_article_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_Summary_first_continuation_choices_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_What_could_the_placeholder_be_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_Which_one_is_the_placeholder_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_choose_between|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_corrupted|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_exercise|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_pick_one_option|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_the_placeholder_refers_to_|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_record_trying_to_decide|{"validation": 10000, "test": 10000, "train": 100730}
-super_glue_rte_GPT_3_style|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_GPT_3_style_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_MNLI_crowdsource|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_MNLI_crowdsource_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_based_on_the_previous_passage|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_based_on_the_previous_passage_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_can_we_infer|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_can_we_infer_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_does_it_follow_that|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_does_it_follow_that_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_does_this_imply|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_does_this_imply_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_guaranteed_true|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_guaranteed_true_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_justified_in_saying|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_justified_in_saying_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_must_be_true|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_must_be_true_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_rte_should_assume|{"validation": 277, "test": 3000, "train": 2490}
-super_glue_rte_should_assume_score_eval|{"validation": 554, "test": 6000, "train": 4980}
-super_glue_wic_GPT_3_prompt|{"validation": 638, "test": 1400, "train": 5428}
-super_glue_wic_GPT_3_prompt_score_eval|{"validation": 1276, "test": 2800, "train": 10856}
-super_glue_wic_GPT_3_prompt_with_label|{"validation": 638, "test": 1400, "train": 5428}
-super_glue_wic_GPT_3_prompt_with_label_score_eval|{"validation": 1276, "test": 2800, "train": 10856}
-super_glue_wic_affirmation_true_or_false|{"validation": 638, "test": 1400, "train": 5428}
-super_glue_wic_affirmation_true_or_false_score_eval|{"validation": 1276, "test": 2800, "train": 10856}
-super_glue_wic_grammar_homework|{"validation": 638, "test": 1400, "train": 5428}
-super_glue_wic_grammar_homework_score_eval|{"validation": 1276, "test": 2800, "train": 10856}
-super_glue_wic_polysemous|{"validation": 638, "test": 1400, "train": 5428}
-super_glue_wic_polysemous_score_eval|{"validation": 1276, "test": 2800, "train": 10856}
-super_glue_wic_question_context|{"validation": 638, "test": 1400, "train": 5428}
-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_similar_sense|{"validation": 638, "test": 1400, "train": 5428}
-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_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}
-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}
-trec_fine_grained_DESC_context_first|{"test": 138, "train": 1162}
-trec_fine_grained_ENTY|{"test": 94, "train": 1250}
-trec_fine_grained_HUM|{"test": 65, "train": 1223}
-trec_fine_grained_HUM_context_first|{"test": 65, "train": 1223}
-trec_fine_grained_LOC|{"test": 81, "train": 835}
-trec_fine_grained_LOC_context_first|{"test": 81, "train": 835}
-trec_fine_grained_NUM|{"test": 113, "train": 896}
-trec_fine_grained_NUM_context_first|{"test": 113, "train": 896}
-trec_fine_grained_open|{"test": 500, "train": 5452}
-trec_fine_grained_open_context_first|{"test": 500, "train": 5452}
-trec_pick_the_best_descriptor|{"test": 500, "train": 5452}
-trec_trec1|{"test": 500, "train": 5452}
-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_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}
-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}
-web_questions_short_general_knowledge_q|{"test": 2032, "train": 3778}
-web_questions_whats_the_answer|{"test": 2032, "train": 3778}
-wiki_bio_comprehension|{"val": 72831, "test": 72829, "train": 582639}
-wiki_bio_guess_person|{"val": 72831, "test": 72829, "train": 582639}
-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_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_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_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_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}
-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}
-xsum_DOC_tldr|{"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_summarize_DOC|{"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}
-yelp_review_full_format_star|{"test": 50000, "train": 650000}
-yelp_review_full_on_a_scale|{"test": 50000, "train": 650000}
-yelp_review_full_so_i_would|{"test": 50000, "train": 650000}
-yelp_review_full_this_place|{"test": 50000, "train": 650000}

print_data_split_sizes.py

@@ -24,6 +24,7 @@ for stats in glob.glob(f"{_DATA_PATH}/*/stats.*.json"):
         data_split_sizes[task_name][split_name] = nb_examples
 
 with open("data_split_sizes.csv", "w", encoding="utf=8") as f:
+    # The file is now merged into `tasks_splits_and_features.py`
     f.write("Data(sub)set|Number of examples per splits\n")
     for task_name in sorted(list(data_split_sizes.keys())):
         split_sizes_dict = json.dumps(data_split_sizes[task_name])