llm_pt_leaderboard_results
/
J-AI
/Mistral_7b_ptbr_icatalogo
/results_2024-05-28T09-50-52.381944.json
{ | |
"config_general": { | |
"start_date": "2024-05-28T09-50-52.381944", | |
"start_time": 1716889853.0637124, | |
"end_time": 1716905219.327448, | |
"total_evaluation_time_seconds": 15366.26373553276, | |
"has_chat_template": true, | |
"chat_type": "system_user_assistant", | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "e47b074d9c34143f7e8c18c58cb1014dad4625b1", | |
"model_dtype": "float16", | |
"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": 64, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "J-AI/Mistral_7b_ptbr_icatalogo", | |
"job_id": 757, | |
"model_id": "J-AI/Mistral_7b_ptbr_icatalogo_eval_request_False_float16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "💬 : chat (RLHF, DPO, IFT, ...)", | |
"model_architectures": "MistralForCausalLM", | |
"submitted_time": "2024-05-27T15:02:48Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.6177157128918296, | |
"all_grouped_npm": 0.4464107115113568, | |
"all_grouped": { | |
"enem_challenge": 0.6004198740377886, | |
"bluex": 0.4965229485396384, | |
"oab_exams": 0.34715261958997723, | |
"assin2_rte": 0.8908588572785072, | |
"assin2_sts": 0.4870714404135913, | |
"faquad_nli": 0.7366085211485026, | |
"hatebr_offensive": 0.7774362778867046, | |
"portuguese_hate_speech": 0.6603089205137105, | |
"tweetsentbr": 0.5630619566180464 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.6004198740377886, | |
"harness|bluex|bluex|None|3": 0.4965229485396384, | |
"harness|oab_exams|oab_exams|None|3": 0.34715261958997723, | |
"harness|assin2_rte|assin2_rte|None|15": 0.8908588572785072, | |
"harness|assin2_sts|assin2_sts|None|15": 0.4870714404135913, | |
"harness|faquad_nli|faquad_nli|None|15": 0.7366085211485026, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7774362778867046, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6603089205137105, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.5630619566180464 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.6004198740377886, | |
"acc,exam_id__2011": 0.6837606837606838, | |
"acc,exam_id__2017": 0.5689655172413793, | |
"acc,exam_id__2015": 0.5798319327731093, | |
"acc,exam_id__2016": 0.5289256198347108, | |
"acc,exam_id__2016_2": 0.5609756097560976, | |
"acc,exam_id__2009": 0.5478260869565217, | |
"acc,exam_id__2012": 0.6120689655172413, | |
"acc,exam_id__2010": 0.5897435897435898, | |
"acc,exam_id__2013": 0.6388888888888888, | |
"acc,exam_id__2014": 0.6238532110091743, | |
"acc,exam_id__2022": 0.5864661654135338, | |
"acc,exam_id__2023": 0.6814814814814815, | |
"main_score": 0.6004198740377886 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.4965229485396384, | |
"acc,exam_id__UNICAMP_2018": 0.37037037037037035, | |
"acc,exam_id__UNICAMP_2023": 0.4883720930232558, | |
"acc,exam_id__USP_2023": 0.5909090909090909, | |
"acc,exam_id__UNICAMP_2024": 0.5555555555555556, | |
"acc,exam_id__USP_2024": 0.5609756097560976, | |
"acc,exam_id__UNICAMP_2021_1": 0.5217391304347826, | |
"acc,exam_id__USP_2020": 0.4642857142857143, | |
"acc,exam_id__UNICAMP_2020": 0.5272727272727272, | |
"acc,exam_id__UNICAMP_2022": 0.5384615384615384, | |
"acc,exam_id__UNICAMP_2019": 0.64, | |
"acc,exam_id__UNICAMP_2021_2": 0.45098039215686275, | |
"acc,exam_id__USP_2018": 0.46296296296296297, | |
"acc,exam_id__USP_2021": 0.46153846153846156, | |
"acc,exam_id__USP_2019": 0.45, | |
"acc,exam_id__USP_2022": 0.40816326530612246, | |
"main_score": 0.4965229485396384 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.34715261958997723, | |
"acc,exam_id__2011-03": 0.30303030303030304, | |
"acc,exam_id__2014-13": 0.2875, | |
"acc,exam_id__2013-10": 0.3, | |
"acc,exam_id__2017-24": 0.4, | |
"acc,exam_id__2017-22": 0.35, | |
"acc,exam_id__2012-06a": 0.3, | |
"acc,exam_id__2016-20a": 0.275, | |
"acc,exam_id__2012-09": 0.3246753246753247, | |
"acc,exam_id__2015-16": 0.4, | |
"acc,exam_id__2011-04": 0.2875, | |
"acc,exam_id__2012-07": 0.325, | |
"acc,exam_id__2014-14": 0.3875, | |
"acc,exam_id__2014-15": 0.3717948717948718, | |
"acc,exam_id__2010-02": 0.37, | |
"acc,exam_id__2015-18": 0.35, | |
"acc,exam_id__2016-19": 0.41025641025641024, | |
"acc,exam_id__2012-06": 0.375, | |
"acc,exam_id__2013-12": 0.3875, | |
"acc,exam_id__2011-05": 0.325, | |
"acc,exam_id__2017-23": 0.3875, | |
"acc,exam_id__2013-11": 0.4, | |
"acc,exam_id__2016-20": 0.4, | |
"acc,exam_id__2016-21": 0.35, | |
"acc,exam_id__2018-25": 0.25, | |
"acc,exam_id__2010-01": 0.2823529411764706, | |
"acc,exam_id__2012-08": 0.3375, | |
"acc,exam_id__2015-17": 0.44871794871794873, | |
"main_score": 0.34715261958997723 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.8908588572785072, | |
"acc,all": 0.891748366013072, | |
"main_score": 0.8908588572785072 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.4870714404135913, | |
"mse,all": 2.227637052287582, | |
"main_score": 0.4870714404135913 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.7366085211485026, | |
"acc,all": 0.8061538461538461, | |
"main_score": 0.7366085211485026 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.7774362778867046, | |
"acc,all": 0.7857142857142857, | |
"main_score": 0.7774362778867046 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.6603089205137105, | |
"acc,all": 0.6756756756756757, | |
"main_score": 0.6603089205137105 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.5630619566180464, | |
"acc,all": 0.6661691542288557, | |
"main_score": 0.5630619566180464 | |
} | |
}, | |
"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": 2, | |
"non_truncated": 1427, | |
"padded": 0, | |
"non_padded": 1429, | |
"fewshots_truncated": 2, | |
"mean_seq_length": 1693.039188243527, | |
"min_seq_length": 1427, | |
"max_seq_length": 2691, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.998600419874038 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 2, | |
"non_truncated": 717, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 2, | |
"mean_seq_length": 1792.9262865090404, | |
"min_seq_length": 1416, | |
"max_seq_length": 2593, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.9972183588317107 | |
}, | |
"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": 1438.764464692483, | |
"min_seq_length": 1172, | |
"max_seq_length": 1941, | |
"max_ctx_length": 2528, | |
"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": 1646.7455065359477, | |
"min_seq_length": 1623, | |
"max_seq_length": 1713, | |
"max_ctx_length": 2528, | |
"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": 1855.7455065359477, | |
"min_seq_length": 1832, | |
"max_seq_length": 1922, | |
"max_ctx_length": 2528, | |
"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": 1871.9876923076922, | |
"min_seq_length": 1816, | |
"max_seq_length": 1992, | |
"max_ctx_length": 2528, | |
"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": 1752.3878571428572, | |
"min_seq_length": 1729, | |
"max_seq_length": 2003, | |
"max_ctx_length": 2528, | |
"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": 2253.3360752056406, | |
"min_seq_length": 2218, | |
"max_seq_length": 2292, | |
"max_ctx_length": 2528, | |
"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": 1999.2492537313433, | |
"min_seq_length": 1978, | |
"max_seq_length": 2094, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 4, | |
"non_truncated": 14146, | |
"padded": 0, | |
"non_padded": 14150, | |
"fewshots_truncated": 4 | |
} | |
} |