|
{ |
|
"config_general": { |
|
"start_date": "2024-04-24T22-06-03.860992", |
|
"start_time": 1713996364.526927, |
|
"end_time": 1714000365.7418854, |
|
"total_evaluation_time_seconds": 4001.2149584293365, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "9879c9b5f8bea9051dcb0e68dff21493d67e9d4f", |
|
"model_dtype": "float16", |
|
"model_memory_footprint": 917623600, |
|
"model_num_parameters": 405334016, |
|
"model_is_loaded_in_4bit": null, |
|
"model_is_loaded_in_8bit": null, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:0", |
|
"batch_size": 16, |
|
"max_length": 2048, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"model_name": "EleutherAI/pythia-410m", |
|
"job_id": 556, |
|
"model_id": "EleutherAI/pythia-410m_eval_request_False_float16_Original", |
|
"model_base_model": "", |
|
"model_weight_type": "Original", |
|
"model_revision": "main", |
|
"model_private": false, |
|
"model_type": "🟢 : pretrained", |
|
"model_architectures": "GPTNeoXForCausalLM", |
|
"submitted_time": "2024-02-11T13:39:16Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.26374236368426845, |
|
"all_grouped_npm": -0.12509599107955557, |
|
"all_grouped": { |
|
"enem_challenge": 0.1980405878236529, |
|
"bluex": 0.2364394993045897, |
|
"oab_exams": 0.24555808656036446, |
|
"assin2_rte": 0.3333333333333333, |
|
"assin2_sts": 0.029778872408316164, |
|
"faquad_nli": 0.4396551724137931, |
|
"hatebr_offensive": 0.34039116046362083, |
|
"portuguese_hate_speech": 0.2524344906158182, |
|
"tweetsentbr": 0.29805007023492736 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.1980405878236529, |
|
"harness|bluex|bluex|None|3": 0.2364394993045897, |
|
"harness|oab_exams|oab_exams|None|3": 0.24555808656036446, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.029778872408316164, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.34039116046362083, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.2524344906158182, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.29805007023492736 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.1980405878236529, |
|
"acc,exam_id__2009": 0.22608695652173913, |
|
"acc,exam_id__2013": 0.1574074074074074, |
|
"acc,exam_id__2016_2": 0.2032520325203252, |
|
"acc,exam_id__2014": 0.22018348623853212, |
|
"acc,exam_id__2016": 0.19008264462809918, |
|
"acc,exam_id__2010": 0.13675213675213677, |
|
"acc,exam_id__2012": 0.21551724137931033, |
|
"acc,exam_id__2023": 0.2814814814814815, |
|
"acc,exam_id__2017": 0.1810344827586207, |
|
"acc,exam_id__2022": 0.18796992481203006, |
|
"acc,exam_id__2015": 0.18487394957983194, |
|
"acc,exam_id__2011": 0.1794871794871795, |
|
"main_score": 0.1980405878236529 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.2364394993045897, |
|
"acc,exam_id__UNICAMP_2023": 0.23255813953488372, |
|
"acc,exam_id__USP_2020": 0.16071428571428573, |
|
"acc,exam_id__UNICAMP_2024": 0.3333333333333333, |
|
"acc,exam_id__USP_2019": 0.125, |
|
"acc,exam_id__USP_2018": 0.2222222222222222, |
|
"acc,exam_id__USP_2023": 0.18181818181818182, |
|
"acc,exam_id__USP_2021": 0.25, |
|
"acc,exam_id__UNICAMP_2021_2": 0.2549019607843137, |
|
"acc,exam_id__USP_2022": 0.14285714285714285, |
|
"acc,exam_id__UNICAMP_2022": 0.3333333333333333, |
|
"acc,exam_id__UNICAMP_2021_1": 0.17391304347826086, |
|
"acc,exam_id__USP_2024": 0.2682926829268293, |
|
"acc,exam_id__UNICAMP_2020": 0.23636363636363636, |
|
"acc,exam_id__UNICAMP_2018": 0.25925925925925924, |
|
"acc,exam_id__UNICAMP_2019": 0.38, |
|
"main_score": 0.2364394993045897 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.24555808656036446, |
|
"acc,exam_id__2015-16": 0.2125, |
|
"acc,exam_id__2016-19": 0.21794871794871795, |
|
"acc,exam_id__2011-04": 0.2875, |
|
"acc,exam_id__2018-25": 0.2875, |
|
"acc,exam_id__2016-21": 0.2, |
|
"acc,exam_id__2013-11": 0.2375, |
|
"acc,exam_id__2015-18": 0.2875, |
|
"acc,exam_id__2010-01": 0.25882352941176473, |
|
"acc,exam_id__2012-07": 0.275, |
|
"acc,exam_id__2017-22": 0.225, |
|
"acc,exam_id__2012-06": 0.2125, |
|
"acc,exam_id__2012-08": 0.3, |
|
"acc,exam_id__2010-02": 0.3, |
|
"acc,exam_id__2014-14": 0.2125, |
|
"acc,exam_id__2015-17": 0.3076923076923077, |
|
"acc,exam_id__2011-05": 0.2625, |
|
"acc,exam_id__2014-13": 0.275, |
|
"acc,exam_id__2011-03": 0.1717171717171717, |
|
"acc,exam_id__2016-20": 0.2, |
|
"acc,exam_id__2013-12": 0.225, |
|
"acc,exam_id__2014-15": 0.24358974358974358, |
|
"acc,exam_id__2016-20a": 0.2125, |
|
"acc,exam_id__2017-23": 0.275, |
|
"acc,exam_id__2012-09": 0.2727272727272727, |
|
"acc,exam_id__2017-24": 0.2875, |
|
"acc,exam_id__2012-06a": 0.2375, |
|
"acc,exam_id__2013-10": 0.15, |
|
"main_score": 0.24555808656036446 |
|
}, |
|
"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": 0.029778872408316164, |
|
"mse,all": 2.526348039215686, |
|
"main_score": 0.029778872408316164 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.4396551724137931, |
|
"acc,all": 0.7846153846153846, |
|
"main_score": 0.4396551724137931 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.34039116046362083, |
|
"acc,all": 0.4635714285714286, |
|
"main_score": 0.34039116046362083 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.2524344906158182, |
|
"acc,all": 0.31139835487661577, |
|
"main_score": 0.2524344906158182 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.29805007023492736, |
|
"acc,all": 0.3661691542288557, |
|
"main_score": 0.29805007023492736 |
|
} |
|
}, |
|
"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|hatebr_offensive|hatebr_offensive": "LM Harness task", |
|
"harness|portuguese_hate_speech|portuguese_hate_speech": "LM Harness task", |
|
"harness|tweetsentbr|tweetsentbr": "LM Harness task" |
|
}, |
|
"versions": { |
|
"all": 0, |
|
"harness|enem_challenge|enem_challenge": 1.1, |
|
"harness|bluex|bluex": 1.1, |
|
"harness|oab_exams|oab_exams": 1.5, |
|
"harness|assin2_rte|assin2_rte": 1.1, |
|
"harness|assin2_sts|assin2_sts": 1.1, |
|
"harness|faquad_nli|faquad_nli": 1.1, |
|
"harness|hatebr_offensive|hatebr_offensive": 1.0, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech": 1.0, |
|
"harness|tweetsentbr|tweetsentbr": 1.0 |
|
}, |
|
"summary_tasks": { |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"sample_size": 1429, |
|
"truncated": 16, |
|
"non_truncated": 1413, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 17, |
|
"mean_seq_length": 1559.0517844646606, |
|
"min_seq_length": 1308, |
|
"max_seq_length": 2520, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.988103568929321 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 26, |
|
"non_truncated": 693, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 39, |
|
"mean_seq_length": 1656.076495132128, |
|
"min_seq_length": 1285, |
|
"max_seq_length": 2440, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.945757997218359 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"sample_size": 2195, |
|
"truncated": 0, |
|
"non_truncated": 2195, |
|
"padded": 0, |
|
"non_padded": 2195, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1340.5503416856493, |
|
"min_seq_length": 1077, |
|
"max_seq_length": 1805, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 3.0 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"sample_size": 2448, |
|
"truncated": 0, |
|
"non_truncated": 2448, |
|
"padded": 0, |
|
"non_padded": 2448, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1378.0061274509803, |
|
"min_seq_length": 1355, |
|
"max_seq_length": 1444, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 15.0 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"sample_size": 2448, |
|
"truncated": 0, |
|
"non_truncated": 2448, |
|
"padded": 0, |
|
"non_padded": 2448, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1514.0061274509803, |
|
"min_seq_length": 1491, |
|
"max_seq_length": 1580, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 15.0 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"sample_size": 650, |
|
"truncated": 0, |
|
"non_truncated": 650, |
|
"padded": 0, |
|
"non_padded": 650, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1578.8153846153846, |
|
"min_seq_length": 1525, |
|
"max_seq_length": 1688, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 15.0 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"sample_size": 1400, |
|
"truncated": 0, |
|
"non_truncated": 1400, |
|
"padded": 0, |
|
"non_padded": 1400, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1292.5114285714285, |
|
"min_seq_length": 1269, |
|
"max_seq_length": 1535, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"sample_size": 851, |
|
"truncated": 0, |
|
"non_truncated": 851, |
|
"padded": 0, |
|
"non_padded": 851, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1775.5558166862515, |
|
"min_seq_length": 1741, |
|
"max_seq_length": 1812, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"sample_size": 2010, |
|
"truncated": 0, |
|
"non_truncated": 2010, |
|
"padded": 0, |
|
"non_padded": 2010, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1495.2800995024875, |
|
"min_seq_length": 1475, |
|
"max_seq_length": 1554, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 42, |
|
"non_truncated": 14108, |
|
"padded": 0, |
|
"non_padded": 14150, |
|
"fewshots_truncated": 56 |
|
} |
|
} |