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{ |
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"results": { |
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"f1_macro,all": 0.8111893155258765, |
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"acc,exam_id__USP_2019": 0.275, |
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"acc,exam_id__USP_2022": 0.16326530612244897, |
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"acc,exam_id__UNICAMP_2018": 0.3148148148148148, |
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"acc,exam_id__UNICAMP_2022": 0.4358974358974359, |
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"acc,exam_id__USP_2018": 0.2777777777777778, |
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"acc,exam_id__UNICAMP_2021_2": 0.45098039215686275, |
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"acc,exam_id__UNICAMP_2021_1": 0.21739130434782608, |
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"acc,exam_id__USP_2024": 0.36585365853658536, |
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"alias": "bluex" |
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}, |
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"enem_challenge": { |
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"alias": "enem", |
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"acc,all": 0.33240027991602517, |
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"acc,exam_id__2013": 0.3425925925925926, |
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"acc,exam_id__2016_2": 0.3008130081300813, |
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"acc,exam_id__2016": 0.2892561983471074, |
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"acc,exam_id__2011": 0.3162393162393162, |
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"acc,exam_id__2017": 0.3448275862068966, |
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"acc,exam_id__2014": 0.4036697247706422, |
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"acc,exam_id__2012": 0.33620689655172414, |
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"acc,exam_id__2009": 0.28695652173913044, |
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"acc,exam_id__2015": 0.42857142857142855, |
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"acc,exam_id__2022": 0.3458646616541353, |
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"acc,exam_id__2010": 0.29914529914529914 |
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"f1_macro,all": 0.4728966877507991, |
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"acc,all": 0.7615384615384615, |
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"alias": "faquad_nli" |
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"hatebr_offensive": { |
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"alias": "hatebr_offensive_binary", |
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"f1_macro,all": 0.8170891037366084, |
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"acc,exam_id__2012-06": 0.3875, |
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"acc,exam_id__2015-18": 0.2625, |
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"acc,exam_id__2014-14": 0.3375, |
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"acc,exam_id__2012-07": 0.35, |
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"acc,exam_id__2017-23": 0.3, |
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"acc,exam_id__2016-19": 0.3717948717948718, |
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"acc,exam_id__2016-20": 0.325, |
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"acc,exam_id__2017-22": 0.4, |
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"acc,exam_id__2013-12": 0.3125, |
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"acc,exam_id__2010-02": 0.4, |
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"acc,exam_id__2011-03": 0.26262626262626265, |
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"acc,exam_id__2012-08": 0.3875, |
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"acc,exam_id__2016-21": 0.275, |
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"acc,exam_id__2018-25": 0.2375, |
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"acc,exam_id__2011-04": 0.3375, |
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"acc,exam_id__2012-09": 0.2987012987012987, |
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"alias": "oab_exams" |
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}, |
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"portuguese_hate_speech": { |
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"alias": "portuguese_hate_speech_binary", |
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"f1_macro,all": 0.6484389467936086, |
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"acc,all": 0.6933019976498237 |
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"f1_macro,all": 0.5032536119610214, |
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"acc,all": 0.617412935323383, |
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"alias": "tweetsentbr" |
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} |
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}, |
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"configs": { |
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"assin2_rte": { |
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"task": "assin2_rte", |
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"group": [ |
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"pt_benchmark", |
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], |
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"dataset_path": "assin2", |
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"test_split": "test", |
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"fewshot_split": "train", |
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"doc_to_text": "Premissa: {{premise}}\nHip贸tese: {{hypothesis}}\nPergunta: A hip贸tese pode ser inferida pela premissa? Sim ou N茫o?\nResposta:", |
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"doc_to_target": "{{['N茫o', 'Sim'][entailment_judgment]}}", |
|
"description": "Abaixo est茫o pares de premissa e hip贸tese. Para cada par, indique se a hip贸tese pode ser inferida a partir da premissa, responda apenas com \"Sim\" ou \"N茫o\".\n\n", |
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"target_delimiter": " ", |
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"fewshot_delimiter": "\n\n", |
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"sampler": "id_sampler", |
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"metric_list": [ |
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{ |
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"metric": "f1_macro", |
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"aggregation": "f1_macro", |
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"higher_is_better": true |
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}, |
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{ |
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"metric": "acc", |
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"aggregation": "acc", |
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"higher_is_better": true |
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} |
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], |
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"output_type": "generate_until", |
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"generation_kwargs": { |
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"max_gen_toks": 32, |
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"do_sample": false, |
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"temperature": 0.0, |
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"top_k": null, |
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"top_p": null, |
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{ |
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"name": "all", |
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"filter": [ |
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{ |
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"function": "find_similar_label", |
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"labels": [ |
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"Sim", |
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"N茫o" |
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] |
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}, |
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{ |
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"function": "take_first" |
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} |
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] |
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} |
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], |
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"should_decontaminate": false, |
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"metadata": { |
|
"version": 1.1 |
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} |
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}, |
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"assin2_sts": { |
|
"task": "assin2_sts", |
|
"group": [ |
|
"pt_benchmark", |
|
"assin2" |
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], |
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"dataset_path": "assin2", |
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"test_split": "test", |
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"fewshot_split": "train", |
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"doc_to_text": "Frase 1: {{premise}}\nFrase 2: {{hypothesis}}\nPergunta: Qu茫o similares s茫o as duas frases? D锚 uma pontua莽茫o entre 1,0 a 5,0.\nResposta:", |
|
"doc_to_target": "<function assin2_float_to_pt_str at 0x7fb393d55120>", |
|
"description": "Abaixo est茫o pares de frases que voc锚 deve avaliar o grau de similaridade. D锚 uma pontua莽茫o entre 1,0 e 5,0, sendo 1,0 pouco similar e 5,0 muito similar.\n\n", |
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"target_delimiter": " ", |
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"fewshot_delimiter": "\n\n", |
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"fewshot_config": { |
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"sampler": "id_sampler", |
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"sampler_config": { |
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"id_list": [ |
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"id_column": "sentence_pair_id" |
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} |
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}, |
|
"num_fewshot": 15, |
|
"metric_list": [ |
|
{ |
|
"metric": "pearson", |
|
"aggregation": "pearsonr", |
|
"higher_is_better": true |
|
}, |
|
{ |
|
"metric": "mse", |
|
"aggregation": "mean_squared_error", |
|
"higher_is_better": false |
|
} |
|
], |
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"output_type": "generate_until", |
|
"generation_kwargs": { |
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"max_gen_toks": 32, |
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"do_sample": false, |
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"temperature": 0.0, |
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"top_p": null, |
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"repeats": 1, |
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{ |
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"name": "all", |
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"filter": [ |
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{ |
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"function": "number_filter", |
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"type": "float", |
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"range_min": 1.0, |
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"range_max": 5.0, |
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"on_outside_range": "clip", |
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"fallback": 5.0 |
|
}, |
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{ |
|
"function": "take_first" |
|
} |
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] |
|
} |
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], |
|
"should_decontaminate": false, |
|
"metadata": { |
|
"version": 1.1 |
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} |
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}, |
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"bluex": { |
|
"task": "bluex", |
|
"group": [ |
|
"pt_benchmark", |
|
"vestibular" |
|
], |
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"dataset_path": "eduagarcia-temp/BLUEX_without_images", |
|
"test_split": "train", |
|
"fewshot_split": "train", |
|
"doc_to_text": "<function enem_doc_to_text at 0x7fb393d54ae0>", |
|
"doc_to_target": "{{answerKey}}", |
|
"description": "As perguntas a seguir s茫o quest玫es de m煤ltipla escolha de provas de vestibular de universidades brasileiras, selecione a 煤nica alternativa correta e responda apenas com as letras \"A\", \"B\", \"C\", \"D\" ou \"E\".\n\n", |
|
"target_delimiter": " ", |
|
"fewshot_delimiter": "\n\n", |
|
"fewshot_config": { |
|
"sampler": "id_sampler", |
|
"sampler_config": { |
|
"id_list": [ |
|
"USP_2018_3", |
|
"UNICAMP_2018_2", |
|
"USP_2018_35", |
|
"UNICAMP_2018_16", |
|
"USP_2018_89" |
|
], |
|
"id_column": "id", |
|
"exclude_from_task": true |
|
} |
|
}, |
|
"num_fewshot": 3, |
|
"metric_list": [ |
|
{ |
|
"metric": "acc", |
|
"aggregation": "acc", |
|
"higher_is_better": true |
|
} |
|
], |
|
"output_type": "generate_until", |
|
"generation_kwargs": { |
|
"max_gen_toks": 32, |
|
"do_sample": false, |
|
"temperature": 0.0, |
|
"top_k": null, |
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"top_p": null, |
|
"until": [ |
|
"\n\n" |
|
] |
|
}, |
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"repeats": 1, |
|
"filter_list": [ |
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{ |
|
"name": "all", |
|
"filter": [ |
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{ |
|
"function": "normalize_spaces" |
|
}, |
|
{ |
|
"function": "remove_accents" |
|
}, |
|
{ |
|
"function": "find_choices", |
|
"choices": [ |
|
"A", |
|
"B", |
|
"C", |
|
"D", |
|
"E" |
|
], |
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"regex_patterns": [ |
|
"(?:[Ll]etra|[Aa]lternativa|[Rr]esposta|[Rr]esposta [Cc]orreta|[Rr]esposta [Cc]orreta e|[Oo]pcao):? ([ABCDE])\\b", |
|
"\\b([ABCDE])\\.", |
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"\\b([ABCDE]) ?[.):-]", |
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"\\b([ABCDE])$", |
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"\\b([ABCDE])\\b" |
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] |
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}, |
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{ |
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"function": "take_first" |
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} |
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], |
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"column": "exam_id" |
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} |
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} |
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], |
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"should_decontaminate": true, |
|
"doc_to_decontamination_query": "<function enem_doc_to_text at 0x7fb393d54d60>", |
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"metadata": { |
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"version": 1.1 |
|
} |
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}, |
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"enem_challenge": { |
|
"task": "enem_challenge", |
|
"task_alias": "enem", |
|
"group": [ |
|
"pt_benchmark", |
|
"vestibular" |
|
], |
|
"dataset_path": "eduagarcia/enem_challenge", |
|
"test_split": "train", |
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"fewshot_split": "train", |
|
"doc_to_text": "<function enem_doc_to_text at 0x7fb393d55300>", |
|
"doc_to_target": "{{answerKey}}", |
|
"description": "As perguntas a seguir s茫o quest玫es de m煤ltipla escolha do Exame Nacional do Ensino M茅dio (ENEM), selecione a 煤nica alternativa correta e responda apenas com as letras \"A\", \"B\", \"C\", \"D\" ou \"E\".\n\n", |
|
"target_delimiter": " ", |
|
"fewshot_delimiter": "\n\n", |
|
"fewshot_config": { |
|
"sampler": "id_sampler", |
|
"sampler_config": { |
|
"id_list": [ |
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"2022_21", |
|
"2022_88", |
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"2022_143" |
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], |
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"id_column": "id", |
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"exclude_from_task": true |
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} |
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}, |
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"num_fewshot": 3, |
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"metric_list": [ |
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{ |
|
"metric": "acc", |
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"aggregation": "acc", |
|
"higher_is_better": true |
|
} |
|
], |
|
"output_type": "generate_until", |
|
"generation_kwargs": { |
|
"max_gen_toks": 32, |
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"do_sample": false, |
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"temperature": 0.0, |
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"top_k": null, |
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{ |
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"name": "all", |
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{ |
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"function": "remove_accents" |
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}, |
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{ |
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"function": "find_choices", |
|
"choices": [ |
|
"A", |
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"B", |
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"C", |
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"D", |
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"E" |
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], |
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"regex_patterns": [ |
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|
"\\b([ABCDE])\\.", |
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"\\b([ABCDE]) ?[.):-]", |
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"\\b([ABCDE])$", |
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"\\b([ABCDE])\\b" |
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] |
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}, |
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{ |
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"function": "take_first" |
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} |
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], |
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"column": "exam_id" |
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], |
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"should_decontaminate": true, |
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"doc_to_decontamination_query": "<function enem_doc_to_text at 0x7fb393d55580>", |
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"metadata": { |
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"version": 1.1 |
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} |
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}, |
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"faquad_nli": { |
|
"task": "faquad_nli", |
|
"group": [ |
|
"pt_benchmark" |
|
], |
|
"dataset_path": "ruanchaves/faquad-nli", |
|
"test_split": "test", |
|
"fewshot_split": "train", |
|
"doc_to_text": "Pergunta: {{question}}\nResposta: {{answer}}\nA resposta dada satisfaz 脿 pergunta? Sim ou N茫o?", |
|
"doc_to_target": "{{['N茫o', 'Sim'][label]}}", |
|
"description": "Abaixo est茫o pares de pergunta e resposta. Para cada par, voc锚 deve julgar se a resposta responde 脿 pergunta de maneira satisfat贸ria e aparenta estar correta. Escreva apenas \"Sim\" ou \"N茫o\".\n\n", |
|
"target_delimiter": " ", |
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"fewshot_delimiter": "\n\n", |
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"fewshot_config": { |
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"sampler": "first_n", |
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"sampler_config": { |
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"fewshot_indices": [ |
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"num_fewshot": 15, |
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"metric_list": [ |
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{ |
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"metric": "f1_macro", |
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"aggregation": "f1_macro", |
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"higher_is_better": true |
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}, |
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