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from multiprocessing import Pool, cpu_count
import datasets
from promptsource.utils import load_dataset
all_datasets = [
('glue','mrpc'),
('glue','qqp'),
('paws','labeled_final'),
('ai2_arc','ARC-Challenge'),
('ai2_arc','ARC-Easy'),
('kilt_tasks','hotpotqa'),
('trivia_qa','unfiltered'),
('web_questions',None),
('wiki_qa',None),
('adversarial_qa','dbidaf'),
('adversarial_qa','dbert'),
('adversarial_qa','droberta'),
('duorc','SelfRC'),
('duorc','ParaphraseRC'),
('ropes',None),
('squad_v2',None),
('super_glue','record'),
('quoref',None),
('cos_e','v1.11'),
('cosmos_qa',None),
('dream',None),
('openbookqa','main'),
('qasc',None),
('quail',None),
('quarel',None),
('quartz',None),
('race','high'),
('race','middle'),
('sciq',None),
('social_i_qa',None),
('super_glue','boolq'),
('super_glue','multirc'),
('wiki_hop','original'),
('wiqa',None),
('piqa',None),
('amazon_polarity',None),
('app_reviews',None),
('imdb',None),
('rotten_tomatoes',None),
('yelp_review_full',None),
('common_gen',None),
('wiki_bio',None),
('cnn_dailymail','3.0.0'),
('gigaword',None),
('multi_news',None),
('samsum',None),
('xsum',None),
('ag_news',None),
('dbpedia_14',None),
('trec',None),
# Multilingual
('GEM/wiki_lingua', 'ar'),
('GEM/wiki_lingua', 'en'),
('GEM/wiki_lingua', 'es'),
('GEM/wiki_lingua', 'fr'),
('GEM/wiki_lingua', 'hi'),
('GEM/wiki_lingua', 'id'),
('GEM/wiki_lingua', 'pt'),
('GEM/wiki_lingua', 'vi'),
('GEM/wiki_lingua', 'zh'),
('Helsinki-NLP/tatoeba_mt', 'ara-eng'),
('Helsinki-NLP/tatoeba_mt', 'ara-fra'),
('Helsinki-NLP/tatoeba_mt', 'ara-spa'),
('Helsinki-NLP/tatoeba_mt', 'ben-eng'),
('Helsinki-NLP/tatoeba_mt', 'cat-eng'),
('Helsinki-NLP/tatoeba_mt', 'cat-fra'),
('Helsinki-NLP/tatoeba_mt', 'cat-por'),
('Helsinki-NLP/tatoeba_mt', 'cat-spa'),
('Helsinki-NLP/tatoeba_mt', 'eng-cmn_Hans'),
('Helsinki-NLP/tatoeba_mt', 'eng-cmn_Hant'),
('Helsinki-NLP/tatoeba_mt', 'eng-eus'),
('Helsinki-NLP/tatoeba_mt', 'eng-fra'),
('Helsinki-NLP/tatoeba_mt', 'eng-hin'),
('Helsinki-NLP/tatoeba_mt', 'eng-ind'),
('Helsinki-NLP/tatoeba_mt', 'eng-mal'),
('Helsinki-NLP/tatoeba_mt', 'eng-mar'),
('Helsinki-NLP/tatoeba_mt', 'eng-por'),
('Helsinki-NLP/tatoeba_mt', 'eng-run'),
('Helsinki-NLP/tatoeba_mt', 'eng-spa'),
('Helsinki-NLP/tatoeba_mt', 'eng-swa'),
('Helsinki-NLP/tatoeba_mt', 'eng-tam'),
('Helsinki-NLP/tatoeba_mt', 'eng-tel'),
('Helsinki-NLP/tatoeba_mt', 'eng-urd'),
('Helsinki-NLP/tatoeba_mt', 'eng-vie'),
('Helsinki-NLP/tatoeba_mt', 'eng-zho'),
('Helsinki-NLP/tatoeba_mt', 'eus-spa'),
('Helsinki-NLP/tatoeba_mt', 'fra-cmn_Hans'),
('Helsinki-NLP/tatoeba_mt', 'fra-cmn_Hant'),
('Helsinki-NLP/tatoeba_mt', 'fra-ind'),
('Helsinki-NLP/tatoeba_mt', 'fra-por'),
('Helsinki-NLP/tatoeba_mt', 'fra-run'),
('Helsinki-NLP/tatoeba_mt', 'fra-spa'),
('Helsinki-NLP/tatoeba_mt', 'fra-vie'),
('Helsinki-NLP/tatoeba_mt', 'fra-zho'),
('Helsinki-NLP/tatoeba_mt', 'hin-urd'),
('Helsinki-NLP/tatoeba_mt', 'hin-zho'),
('Helsinki-NLP/tatoeba_mt', 'por-cmn_Hans'),
('Helsinki-NLP/tatoeba_mt', 'por-cmn_Hant'),
('Helsinki-NLP/tatoeba_mt', 'por-spa'),
('Helsinki-NLP/tatoeba_mt', 'por-zho'),
('Helsinki-NLP/tatoeba_mt', 'run-spa'),
('Helsinki-NLP/tatoeba_mt', 'spa-cmn_Hans'),
('Helsinki-NLP/tatoeba_mt', 'spa-cmn_Hant'),
('Helsinki-NLP/tatoeba_mt', 'spa-vie'),
('Helsinki-NLP/tatoeba_mt', 'spa-zho'),
('Helsinki-NLP/tatoeba_mt', 'vie-cmn_Hans'),
('Helsinki-NLP/tatoeba_mt', 'vie-zho'),
('xquad', 'xquad.ar'),
('xquad', 'xquad.zh'),
('xquad', 'xquad.vi'),
('xquad', 'xquad.en'),
('xquad', 'xquad.es'),
('xquad', 'xquad.hi'),
('paws-x', 'en'),
('paws-x', 'es'),
('paws-x', 'fr'),
('paws-x', 'zh'),
('khalidalt/tydiqa-primary', 'arabic'),
('khalidalt/tydiqa-primary', 'bengali'),
('khalidalt/tydiqa-primary', 'english'),
('khalidalt/tydiqa-primary', 'indonesian'),
('khalidalt/tydiqa-primary', 'swahili'),
('khalidalt/tydiqa-primary', 'telugu'),
('khalidalt/tydiqa-goldp', 'arabic'),
('khalidalt/tydiqa-goldp', 'bengali'),
('khalidalt/tydiqa-goldp', 'english'),
('khalidalt/tydiqa-goldp', 'indonesian'),
('khalidalt/tydiqa-goldp', 'swahili'),
('khalidalt/tydiqa-goldp', 'telugu'),
('Muennighoff/mbpp', 'sanitized'),
("openai_humaneval", None),
("great_code", None),
("neural_code_search", "evaluation_dataset"),
# flores200
]
print(all_datasets)
def download(names):
d_name, conf_name = names
try:
if d_name == "Helsinki-NLP/tatoeba_mt":
# Fixes a bug when loading a ds where only test split exists
ds = datasets.load_dataset(d_name, conf_name, download_config=datasets.DownloadConfig(num_proc=1), ignore_verifications=True, revision="842eb26634a9775f504bb2f3f43cd4cc5f9314d8")
else:
ds = load_dataset(d_name, conf_name, download_config=datasets.DownloadConfig(num_proc=1))
except Exception as e:
print(f"--- ERROR Dataset {d_name} {conf_name}\n")
print(e)
return
with Pool(cpu_count()) as pool:
_ = pool.map(
download,
all_datasets,
)
print("ALL DONE")
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