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YAML Metadata Warning:The task_categories "text2text-generation" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
FLAN: compressed
An aggressively deduplicated (aka "compressed") version of FLAN: 378M rows -> 116M
- deduplicated on
inputsonly with minhash - all rows mentioning translation tasks in
_task_namehave been dropped (see configallfor these included)
Top 40 tasks - Default Config - Click to Expand
Top 40 tasks - Default Config:
[('gigaword:1.2.0', 7225415),
('amazon_polarity_flattering_or_not', 6966639),
('amazon_polarity_Is_this_review_negative', 6912683),
('amazon_polarity_Is_this_review', 6902180),
('amazon_polarity_Is_this_product_review_positive', 6898275),
('amazon_polarity_convey_negative_or_positive_sentiment', 6857804),
('amazon_polarity_User_recommend_this_product', 6788054),
('amazon_polarity_negative_or_positive_tone', 6700500),
('amazon_polarity_would_you_buy', 6639327),
('amazon_polarity_user_satisfied', 6621607),
('math_dataset/algebra__linear_1d:1.0.0', 6065220),
('wiki_dialog', 5753721),
('sentiment140:1.0.0', 3882515),
('wiki_dialog_ii', 1810845),
('glue/mnli:2.0.0', 1732066),
('newsroom:1.0.0', 1551362),
('wiki_bio_who', 1366926),
('yelp_polarity_reviews:0.2.0', 1297748),
('wiki_bio_key_content', 1271294),
('wiki_bio_guess_person', 1190548),
('snli:1.1.0', 1169114),
('wiki_bio_what_content', 1163894),
('wiki_bio_comprehension', 1098344),
('glue/qqp:2.0.0', 1084866),
('dbpedia_14_pick_one_category_for_the_following_text', 997679),
('dbpedia_14_given_a_choice_of_categories_', 974289),
('dbpedia_14_given_list_what_category_does_the_paragraph_belong_to', 886494),
('cnn_dailymail:3.4.0', 529770),
('huggingface:xsum', 489659),
('ag_news_subset:1.0.0', 393966),
('glue/qnli:2.0.0', 308365),
('super_glue/record:1.0.2', 307155),
('trivia_qa/rc:1.1.0', 294200),
('natural_questions_open:1.0.0', 284111),
('squad/v2.0:3.0.0', 276551),
('gem/wiki_lingua_english_en:1.1.0', 258708),
('anli/r3:0.1.0', 222894),
('kilt_tasks_hotpotqa_straighforward_qa', 222040),
('kilt_tasks_hotpotqa_final_exam', 214800),
('kilt_tasks_hotpotqa_combining_facts', 214474)]
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