llm_pt_leaderboard_results
/
alvarobartt
/mistral-7b-orpo-alignment-handbook
/results_2024-05-10T00-56-03.142744.json
{ | |
"config_general": { | |
"start_date": "2024-05-10T00-56-03.142744", | |
"start_time": 1715302563.7339084, | |
"end_time": 1715342876.8633301, | |
"total_evaluation_time_seconds": 40313.12942171097, | |
"has_chat_template": true, | |
"chat_type": "system_user_assistant", | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "4b440da70d7cd0208c336231b75d22b7b75b4d84", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 15020376064, | |
"model_num_parameters": 7241748480, | |
"model_is_loaded_in_4bit": null, | |
"model_is_loaded_in_8bit": null, | |
"model_is_quantized": null, | |
"model_device": "cuda:0", | |
"batch_size": 8, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "alvarobartt/mistral-7b-orpo-alignment-handbook", | |
"job_id": 600, | |
"model_id": "alvarobartt/mistral-7b-orpo-alignment-handbook_eval_request_False_bfloat16_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": "2024-04-28T22:06:08Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.5198627263726306, | |
"all_grouped_npm": 0.2518063100573538, | |
"all_grouped": { | |
"enem_challenge": 0.5955213435969209, | |
"bluex": 0.4965229485396384, | |
"oab_exams": 0.4132118451025057, | |
"assin2_rte": 0.7654491359499884, | |
"assin2_sts": 0.5848324837621057, | |
"faquad_nli": 0.45449901481427424, | |
"hatebr_offensive": 0.5005847953216375, | |
"portuguese_hate_speech": 0.47612347199015037, | |
"tweetsentbr": 0.39201949827645394 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.5955213435969209, | |
"harness|bluex|bluex|None|3": 0.4965229485396384, | |
"harness|oab_exams|oab_exams|None|3": 0.4132118451025057, | |
"harness|assin2_rte|assin2_rte|None|15": 0.7654491359499884, | |
"harness|assin2_sts|assin2_sts|None|15": 0.5848324837621057, | |
"harness|faquad_nli|faquad_nli|None|15": 0.45449901481427424, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.5005847953216375, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.47612347199015037, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.39201949827645394 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.5955213435969209, | |
"acc,exam_id__2023": 0.6592592592592592, | |
"acc,exam_id__2009": 0.5391304347826087, | |
"acc,exam_id__2014": 0.5963302752293578, | |
"acc,exam_id__2022": 0.5338345864661654, | |
"acc,exam_id__2015": 0.5882352941176471, | |
"acc,exam_id__2017": 0.5689655172413793, | |
"acc,exam_id__2016": 0.5619834710743802, | |
"acc,exam_id__2011": 0.6837606837606838, | |
"acc,exam_id__2013": 0.6666666666666666, | |
"acc,exam_id__2010": 0.5641025641025641, | |
"acc,exam_id__2016_2": 0.6016260162601627, | |
"acc,exam_id__2012": 0.5862068965517241, | |
"main_score": 0.5955213435969209 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.4965229485396384, | |
"acc,exam_id__UNICAMP_2023": 0.5348837209302325, | |
"acc,exam_id__UNICAMP_2024": 0.5333333333333333, | |
"acc,exam_id__UNICAMP_2019": 0.6, | |
"acc,exam_id__USP_2019": 0.375, | |
"acc,exam_id__UNICAMP_2020": 0.6363636363636364, | |
"acc,exam_id__USP_2022": 0.40816326530612246, | |
"acc,exam_id__UNICAMP_2021_1": 0.5434782608695652, | |
"acc,exam_id__UNICAMP_2021_2": 0.45098039215686275, | |
"acc,exam_id__USP_2024": 0.6097560975609756, | |
"acc,exam_id__UNICAMP_2022": 0.6153846153846154, | |
"acc,exam_id__USP_2020": 0.39285714285714285, | |
"acc,exam_id__USP_2018": 0.4074074074074074, | |
"acc,exam_id__USP_2021": 0.4230769230769231, | |
"acc,exam_id__USP_2023": 0.6136363636363636, | |
"acc,exam_id__UNICAMP_2018": 0.37037037037037035, | |
"main_score": 0.4965229485396384 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.4132118451025057, | |
"acc,exam_id__2010-01": 0.36470588235294116, | |
"acc,exam_id__2017-24": 0.2875, | |
"acc,exam_id__2012-09": 0.33766233766233766, | |
"acc,exam_id__2012-06a": 0.45, | |
"acc,exam_id__2012-06": 0.4875, | |
"acc,exam_id__2010-02": 0.38, | |
"acc,exam_id__2016-19": 0.5, | |
"acc,exam_id__2014-14": 0.4375, | |
"acc,exam_id__2014-13": 0.3625, | |
"acc,exam_id__2015-17": 0.5128205128205128, | |
"acc,exam_id__2014-15": 0.46153846153846156, | |
"acc,exam_id__2012-07": 0.3875, | |
"acc,exam_id__2012-08": 0.425, | |
"acc,exam_id__2015-18": 0.375, | |
"acc,exam_id__2015-16": 0.4, | |
"acc,exam_id__2011-05": 0.4125, | |
"acc,exam_id__2011-03": 0.37373737373737376, | |
"acc,exam_id__2016-20": 0.4875, | |
"acc,exam_id__2013-10": 0.3375, | |
"acc,exam_id__2016-20a": 0.425, | |
"acc,exam_id__2011-04": 0.3625, | |
"acc,exam_id__2017-23": 0.4125, | |
"acc,exam_id__2013-11": 0.425, | |
"acc,exam_id__2013-12": 0.45, | |
"acc,exam_id__2018-25": 0.4375, | |
"acc,exam_id__2017-22": 0.475, | |
"acc,exam_id__2016-21": 0.4125, | |
"main_score": 0.4132118451025057 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.7654491359499884, | |
"acc,all": 0.7659313725490197, | |
"main_score": 0.7654491359499884 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.5848324837621057, | |
"mse,all": 1.3673366013071893, | |
"main_score": 0.5848324837621057 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.45449901481427424, | |
"acc,all": 0.7876923076923077, | |
"main_score": 0.45449901481427424 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.5005847953216375, | |
"acc,all": 0.5642857142857143, | |
"main_score": 0.5005847953216375 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.47612347199015037, | |
"acc,all": 0.6709753231492362, | |
"main_score": 0.47612347199015037 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.39201949827645394, | |
"acc,all": 0.5233830845771145, | |
"main_score": 0.39201949827645394 | |
} | |
}, | |
"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": 1662.039188243527, | |
"min_seq_length": 1396, | |
"max_seq_length": 2660, | |
"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": 1761.9262865090404, | |
"min_seq_length": 1385, | |
"max_seq_length": 2562, | |
"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": 1407.764464692483, | |
"min_seq_length": 1141, | |
"max_seq_length": 1910, | |
"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": 1531.7455065359477, | |
"min_seq_length": 1508, | |
"max_seq_length": 1598, | |
"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": 1740.7455065359477, | |
"min_seq_length": 1717, | |
"max_seq_length": 1807, | |
"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": 1756.9876923076922, | |
"min_seq_length": 1701, | |
"max_seq_length": 1877, | |
"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": 1567.3878571428572, | |
"min_seq_length": 1544, | |
"max_seq_length": 1818, | |
"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": 2068.3360752056406, | |
"min_seq_length": 2033, | |
"max_seq_length": 2107, | |
"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": 1814.2492537313433, | |
"min_seq_length": 1793, | |
"max_seq_length": 1909, | |
"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 | |
} | |
} |