|
{ |
|
"config_general": { |
|
"start_date": "2024-02-14T01-24-06.058943", |
|
"start_time": 1707873846.6905758, |
|
"end_time": 1707875450.1449962, |
|
"total_evaluation_time_seconds": 1603.4544203281403, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "11c5a3d5811f50298f278a704980280950aedb10", |
|
"model_dtype": "float16", |
|
"model_memory_footprint": 261462552, |
|
"model_num_parameters": 124439808, |
|
"model_is_loaded_in_4bit": false, |
|
"model_is_loaded_in_8bit": false, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:1", |
|
"batch_size": 128, |
|
"max_length": 1024, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"model_name": "gpt2", |
|
"job_id": 187, |
|
"model_id": "gpt2_eval_request_False_float16_Original", |
|
"model_base_model": "", |
|
"model_weight_type": "Original", |
|
"model_revision": "main", |
|
"model_private": false, |
|
"model_type": "🟢 : pretrained", |
|
"model_architectures": "GPT2LMHeadModel", |
|
"submitted_time": "2024-02-05T23:10:25Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.0.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.21966215626174623, |
|
"all_grouped_npm": -0.09338594948484692, |
|
"all_grouped": { |
|
"enem_challenge": 0.1364590622813156, |
|
"bluex": 0.1933240611961057, |
|
"oab_exams": 0.21685649202733484, |
|
"assin2_rte": 0.3333333333333333, |
|
"assin2_sts": 0.039726178664430394, |
|
"faquad_nli": 0.4396551724137931, |
|
"sparrow_pt": 0.1782807939159107 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.1364590622813156, |
|
"harness|bluex|bluex|None|3": 0.1933240611961057, |
|
"harness|oab_exams|oab_exams|None|3": 0.21685649202733484, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.039726178664430394, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.0076077768385460695, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.42470544918998526, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.08695652173913043, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.19385342789598106 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.1364590622813156, |
|
"acc,exam_id__2015": 0.14285714285714285, |
|
"acc,exam_id__2012": 0.1810344827586207, |
|
"acc,exam_id__2017": 0.12931034482758622, |
|
"acc,exam_id__2009": 0.05217391304347826, |
|
"acc,exam_id__2023": 0.17777777777777778, |
|
"acc,exam_id__2016_2": 0.14634146341463414, |
|
"acc,exam_id__2010": 0.09401709401709402, |
|
"acc,exam_id__2014": 0.12844036697247707, |
|
"acc,exam_id__2013": 0.12962962962962962, |
|
"acc,exam_id__2022": 0.20300751879699247, |
|
"acc,exam_id__2011": 0.1111111111111111, |
|
"acc,exam_id__2016": 0.12396694214876033, |
|
"main_score": 0.1364590622813156 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.1933240611961057, |
|
"acc,exam_id__UNICAMP_2022": 0.23076923076923078, |
|
"acc,exam_id__UNICAMP_2019": 0.32, |
|
"acc,exam_id__UNICAMP_2023": 0.13953488372093023, |
|
"acc,exam_id__UNICAMP_2018": 0.2962962962962963, |
|
"acc,exam_id__UNICAMP_2020": 0.16363636363636364, |
|
"acc,exam_id__USP_2024": 0.21951219512195122, |
|
"acc,exam_id__UNICAMP_2021_2": 0.2549019607843137, |
|
"acc,exam_id__USP_2022": 0.14285714285714285, |
|
"acc,exam_id__USP_2019": 0.15, |
|
"acc,exam_id__USP_2021": 0.19230769230769232, |
|
"acc,exam_id__USP_2023": 0.13636363636363635, |
|
"acc,exam_id__UNICAMP_2021_1": 0.1956521739130435, |
|
"acc,exam_id__UNICAMP_2024": 0.17777777777777778, |
|
"acc,exam_id__USP_2020": 0.21428571428571427, |
|
"acc,exam_id__USP_2018": 0.05555555555555555, |
|
"main_score": 0.1933240611961057 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.21685649202733484, |
|
"acc,exam_id__2012-06a": 0.1875, |
|
"acc,exam_id__2015-17": 0.24358974358974358, |
|
"acc,exam_id__2012-06": 0.2, |
|
"acc,exam_id__2014-15": 0.24358974358974358, |
|
"acc,exam_id__2016-20": 0.2125, |
|
"acc,exam_id__2013-10": 0.2375, |
|
"acc,exam_id__2012-07": 0.25, |
|
"acc,exam_id__2011-03": 0.26262626262626265, |
|
"acc,exam_id__2011-05": 0.325, |
|
"acc,exam_id__2016-19": 0.1794871794871795, |
|
"acc,exam_id__2017-23": 0.2375, |
|
"acc,exam_id__2017-22": 0.2375, |
|
"acc,exam_id__2018-25": 0.2625, |
|
"acc,exam_id__2014-13": 0.15, |
|
"acc,exam_id__2017-24": 0.1625, |
|
"acc,exam_id__2010-01": 0.23529411764705882, |
|
"acc,exam_id__2014-14": 0.2625, |
|
"acc,exam_id__2011-04": 0.2375, |
|
"acc,exam_id__2013-12": 0.1, |
|
"acc,exam_id__2015-16": 0.2375, |
|
"acc,exam_id__2016-21": 0.1625, |
|
"acc,exam_id__2013-11": 0.1625, |
|
"acc,exam_id__2012-08": 0.15, |
|
"acc,exam_id__2016-20a": 0.25, |
|
"acc,exam_id__2012-09": 0.18181818181818182, |
|
"acc,exam_id__2010-02": 0.26, |
|
"acc,exam_id__2015-18": 0.2, |
|
"main_score": 0.21685649202733484 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.3333333333333333, |
|
"acc,all": 0.5, |
|
"main_score": 0.3333333333333333 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.039726178664430394, |
|
"mse,all": 2.7414133986928113, |
|
"main_score": 0.039726178664430394 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.4396551724137931, |
|
"acc,all": 0.7846153846153846, |
|
"main_score": 0.4396551724137931 |
|
}, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { |
|
"f1_macro,all": 0.0076077768385460695, |
|
"acc,all": 0.108, |
|
"main_score": 0.0076077768385460695 |
|
}, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { |
|
"f1_macro,all": 0.42470544918998526, |
|
"acc,all": 0.6, |
|
"main_score": 0.42470544918998526 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { |
|
"f1_macro,all": 0.08695652173913043, |
|
"acc,all": 0.15, |
|
"main_score": 0.08695652173913043 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { |
|
"f1_macro,all": 0.19385342789598106, |
|
"acc,all": 0.41, |
|
"main_score": 0.19385342789598106 |
|
} |
|
}, |
|
"config_tasks": { |
|
"harness|enem_challenge|enem_challenge": "LM Harness task", |
|
"harness|bluex|bluex": "LM Harness task", |
|
"harness|oab_exams|oab_exams": "LM Harness task", |
|
"harness|assin2_rte|assin2_rte": "LM Harness task", |
|
"harness|assin2_sts|assin2_sts": "LM Harness task", |
|
"harness|faquad_nli|faquad_nli": "LM Harness task", |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": "LM Harness task", |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": "LM Harness task", |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": "LM Harness task", |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": "LM Harness task" |
|
}, |
|
"versions": { |
|
"all": 0, |
|
"harness|enem_challenge|enem_challenge": 1.0, |
|
"harness|bluex|bluex": 1.0, |
|
"harness|oab_exams|oab_exams": 1.4, |
|
"harness|assin2_rte|assin2_rte": 1.0, |
|
"harness|assin2_sts|assin2_sts": 1.0, |
|
"harness|faquad_nli|faquad_nli": 1.0, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": 1.0, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": 1.0, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": 1.0, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": 1.0 |
|
}, |
|
"summary_tasks": { |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"sample_size": 1429, |
|
"truncated": 1429, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 3628, |
|
"mean_seq_length": 1774.3967809657104, |
|
"min_seq_length": 1481, |
|
"max_seq_length": 2742, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 0.46116165150454863 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 719, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 1346, |
|
"mean_seq_length": 1434.2475660639777, |
|
"min_seq_length": 1020, |
|
"max_seq_length": 2317, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 1.1279554937413074 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"sample_size": 2195, |
|
"truncated": 2195, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 2195, |
|
"fewshots_truncated": 3900, |
|
"mean_seq_length": 1530.2646924829157, |
|
"min_seq_length": 1225, |
|
"max_seq_length": 2105, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 1.2232346241457859 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"sample_size": 2448, |
|
"truncated": 2448, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 2448, |
|
"fewshots_truncated": 12303, |
|
"mean_seq_length": 1344.483660130719, |
|
"min_seq_length": 1319, |
|
"max_seq_length": 1422, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 9.974264705882353 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"sample_size": 2448, |
|
"truncated": 2448, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 2448, |
|
"fewshots_truncated": 14863, |
|
"mean_seq_length": 1477.483660130719, |
|
"min_seq_length": 1452, |
|
"max_seq_length": 1555, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 8.928513071895425 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"sample_size": 650, |
|
"truncated": 650, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 650, |
|
"fewshots_truncated": 4988, |
|
"mean_seq_length": 1713.283076923077, |
|
"min_seq_length": 1651, |
|
"max_seq_length": 1857, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 7.326153846153846 |
|
}, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 500, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 6736, |
|
"mean_seq_length": 1837.336, |
|
"min_seq_length": 1813, |
|
"max_seq_length": 1878, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 11.528 |
|
}, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 500, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 6283, |
|
"mean_seq_length": 1824.748, |
|
"min_seq_length": 1799, |
|
"max_seq_length": 1858, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 12.434 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 500, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 5303, |
|
"mean_seq_length": 1551.478, |
|
"min_seq_length": 1533, |
|
"max_seq_length": 1588, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 14.394 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 500, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 6007, |
|
"mean_seq_length": 1723.772, |
|
"min_seq_length": 1705, |
|
"max_seq_length": 1758, |
|
"max_ctx_length": 992, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 12.986 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 11889, |
|
"non_truncated": 0, |
|
"padded": 0, |
|
"non_padded": 11889, |
|
"fewshots_truncated": 65357 |
|
} |
|
} |