llm_pt_leaderboard_raw_results / gpt2 /results_2024-02-14T01-24-06.058943.json
eduagarcia's picture
Uploading raw results for gpt2
9b985f1 verified
raw history blame
No virus
14.2 kB
{
"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
}
}