llm_pt_leaderboard_results
/
mistralai
/Mistral-7B-Instruct-v0.2
/results_2024-02-22T04-38-02.592138.json
{ | |
"config_general": { | |
"start_date": "2024-02-22T04-38-02.592138", | |
"start_time": 1708576683.193075, | |
"end_time": 1708585206.2362535, | |
"total_evaluation_time_seconds": 8523.04317855835, | |
"has_chat_template": true, | |
"chat_type": "user_assistant", | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "b70aa86578567ba3301b21c8a27bea4e8f6d6d61", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 15020343296, | |
"model_num_parameters": 7241732096, | |
"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": 4096, | |
"max_ctx_length": 4064, | |
"max_gen_toks": 32, | |
"model_name": "mistralai/Mistral-7B-Instruct-v0.2", | |
"job_id": 253, | |
"model_id": "mistralai/Mistral-7B-Instruct-v0.2_eval_request_False_bfloat16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
"model_architectures": "MistralForCausalLM", | |
"submitted_time": "2024-02-18T11:56:30Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.6480934189188431, | |
"all_grouped_npm": 0.47857208866539325, | |
"all_grouped": { | |
"enem_challenge": 0.5892232330300909, | |
"bluex": 0.521557719054242, | |
"oab_exams": 0.39225512528473805, | |
"assin2_rte": 0.9051791381281589, | |
"assin2_sts": 0.743171027388709, | |
"faquad_nli": 0.6610295761007225, | |
"hatebr_offensive": 0.8121063440638714, | |
"portuguese_hate_speech": 0.7026455906821963, | |
"tweetsentbr": 0.5056730165368587 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.5892232330300909, | |
"harness|bluex|bluex|None|3": 0.521557719054242, | |
"harness|oab_exams|oab_exams|None|3": 0.39225512528473805, | |
"harness|assin2_rte|assin2_rte|None|15": 0.9051791381281589, | |
"harness|assin2_sts|assin2_sts|None|15": 0.743171027388709, | |
"harness|faquad_nli|faquad_nli|None|15": 0.6610295761007225, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8121063440638714, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7026455906821963, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.5056730165368587 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.5892232330300909, | |
"acc,exam_id__2016": 0.5950413223140496, | |
"acc,exam_id__2012": 0.5775862068965517, | |
"acc,exam_id__2013": 0.5925925925925926, | |
"acc,exam_id__2010": 0.5811965811965812, | |
"acc,exam_id__2017": 0.5517241379310345, | |
"acc,exam_id__2022": 0.5263157894736842, | |
"acc,exam_id__2009": 0.6173913043478261, | |
"acc,exam_id__2011": 0.6666666666666666, | |
"acc,exam_id__2023": 0.6148148148148148, | |
"acc,exam_id__2014": 0.6238532110091743, | |
"acc,exam_id__2015": 0.5546218487394958, | |
"acc,exam_id__2016_2": 0.5772357723577236, | |
"main_score": 0.5892232330300909 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.521557719054242, | |
"acc,exam_id__USP_2019": 0.45, | |
"acc,exam_id__USP_2021": 0.5384615384615384, | |
"acc,exam_id__UNICAMP_2023": 0.46511627906976744, | |
"acc,exam_id__USP_2023": 0.6818181818181818, | |
"acc,exam_id__UNICAMP_2020": 0.5636363636363636, | |
"acc,exam_id__USP_2024": 0.6829268292682927, | |
"acc,exam_id__UNICAMP_2021_1": 0.5869565217391305, | |
"acc,exam_id__UNICAMP_2021_2": 0.5294117647058824, | |
"acc,exam_id__UNICAMP_2018": 0.37037037037037035, | |
"acc,exam_id__USP_2018": 0.4444444444444444, | |
"acc,exam_id__USP_2020": 0.44642857142857145, | |
"acc,exam_id__UNICAMP_2022": 0.5384615384615384, | |
"acc,exam_id__USP_2022": 0.5102040816326531, | |
"acc,exam_id__UNICAMP_2024": 0.4888888888888889, | |
"acc,exam_id__UNICAMP_2019": 0.58, | |
"main_score": 0.521557719054242 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.39225512528473805, | |
"acc,exam_id__2011-03": 0.3939393939393939, | |
"acc,exam_id__2014-15": 0.38461538461538464, | |
"acc,exam_id__2011-05": 0.3625, | |
"acc,exam_id__2014-14": 0.4625, | |
"acc,exam_id__2018-25": 0.4375, | |
"acc,exam_id__2015-17": 0.6025641025641025, | |
"acc,exam_id__2015-18": 0.3375, | |
"acc,exam_id__2012-07": 0.3625, | |
"acc,exam_id__2014-13": 0.35, | |
"acc,exam_id__2017-24": 0.3375, | |
"acc,exam_id__2012-06a": 0.3625, | |
"acc,exam_id__2013-11": 0.3875, | |
"acc,exam_id__2015-16": 0.35, | |
"acc,exam_id__2017-22": 0.5375, | |
"acc,exam_id__2010-02": 0.38, | |
"acc,exam_id__2016-21": 0.3875, | |
"acc,exam_id__2011-04": 0.375, | |
"acc,exam_id__2016-19": 0.46153846153846156, | |
"acc,exam_id__2013-12": 0.45, | |
"acc,exam_id__2017-23": 0.3375, | |
"acc,exam_id__2013-10": 0.4, | |
"acc,exam_id__2012-09": 0.4025974025974026, | |
"acc,exam_id__2010-01": 0.3411764705882353, | |
"acc,exam_id__2012-06": 0.375, | |
"acc,exam_id__2016-20": 0.3375, | |
"acc,exam_id__2016-20a": 0.2875, | |
"acc,exam_id__2012-08": 0.4, | |
"main_score": 0.39225512528473805 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.9051791381281589, | |
"acc,all": 0.9052287581699346, | |
"main_score": 0.9051791381281589 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.743171027388709, | |
"mse,all": 0.7835389477124184, | |
"main_score": 0.743171027388709 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.6610295761007225, | |
"acc,all": 0.6984615384615385, | |
"main_score": 0.6610295761007225 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.8121063440638714, | |
"acc,all": 0.8157142857142857, | |
"main_score": 0.8121063440638714 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.7026455906821963, | |
"acc,all": 0.7532314923619271, | |
"main_score": 0.7026455906821963 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.5056730165368587, | |
"acc,all": 0.7014925373134329, | |
"main_score": 0.5056730165368587 | |
} | |
}, | |
"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": 0, | |
"non_truncated": 1429, | |
"padded": 0, | |
"non_padded": 1429, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1645.039188243527, | |
"min_seq_length": 1379, | |
"max_seq_length": 2643, | |
"max_ctx_length": 4064, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 3.0 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 0, | |
"non_truncated": 719, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1744.9262865090404, | |
"min_seq_length": 1368, | |
"max_seq_length": 2545, | |
"max_ctx_length": 4064, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 3.0 | |
}, | |
"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": 1390.764464692483, | |
"min_seq_length": 1124, | |
"max_seq_length": 1893, | |
"max_ctx_length": 4064, | |
"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": 1451.7455065359477, | |
"min_seq_length": 1428, | |
"max_seq_length": 1518, | |
"max_ctx_length": 4064, | |
"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": 1675.7455065359477, | |
"min_seq_length": 1652, | |
"max_seq_length": 1742, | |
"max_ctx_length": 4064, | |
"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": 1691.9876923076922, | |
"min_seq_length": 1636, | |
"max_seq_length": 1812, | |
"max_ctx_length": 4064, | |
"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": 1462.3878571428572, | |
"min_seq_length": 1439, | |
"max_seq_length": 1713, | |
"max_ctx_length": 4064, | |
"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": 1963.3360752056403, | |
"min_seq_length": 1928, | |
"max_seq_length": 2002, | |
"max_ctx_length": 4064, | |
"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": 1709.2492537313433, | |
"min_seq_length": 1688, | |
"max_seq_length": 1804, | |
"max_ctx_length": 4064, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 0, | |
"non_truncated": 14150, | |
"padded": 0, | |
"non_padded": 14150, | |
"fewshots_truncated": 0 | |
} | |
} |