llm_pt_leaderboard_results
/
CohereForAI
/c4ai-command-r-v01
/results_2024-04-17T00-36-42.568466.json
{ | |
"config_general": { | |
"start_date": "2024-04-17T00-36-42.568466", | |
"start_time": 1713314203.4196508, | |
"end_time": 1713323774.4348178, | |
"total_evaluation_time_seconds": 9571.01516699791, | |
"has_chat_template": true, | |
"chat_type": "system_user_assistant", | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "16881ccde1c68bbc7041280e6a66637bc46bfe88", | |
"model_dtype": "float16", | |
"model_memory_footprint": 69961672704, | |
"model_num_parameters": 34980831232, | |
"model_is_loaded_in_4bit": null, | |
"model_is_loaded_in_8bit": null, | |
"model_is_quantized": null, | |
"model_device": "cuda:0", | |
"batch_size": 1, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "CohereForAI/c4ai-command-r-v01", | |
"job_id": 472, | |
"model_id": "CohereForAI/c4ai-command-r-v01_eval_request_False_float16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", | |
"model_architectures": "CohereForCausalLM", | |
"submitted_time": "2024-04-05T14:48:52Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.6648511372864276, | |
"all_grouped_npm": 0.4887985400400404, | |
"all_grouped": { | |
"enem_challenge": 0.7158852344296711, | |
"bluex": 0.6203059805285118, | |
"oab_exams": 0.5521640091116173, | |
"assin2_rte": 0.883132179380006, | |
"assin2_sts": 0.7210331309303998, | |
"faquad_nli": 0.47272296015180265, | |
"hatebr_offensive": 0.8222299935886227, | |
"portuguese_hate_speech": 0.7102306144559665, | |
"tweetsentbr": 0.48595613300125107 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.7158852344296711, | |
"harness|bluex|bluex|None|3": 0.6203059805285118, | |
"harness|oab_exams|oab_exams|None|3": 0.5521640091116173, | |
"harness|assin2_rte|assin2_rte|None|15": 0.883132179380006, | |
"harness|assin2_sts|assin2_sts|None|15": 0.7210331309303998, | |
"harness|faquad_nli|faquad_nli|None|15": 0.47272296015180265, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8222299935886227, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7102306144559665, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.48595613300125107 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.7158852344296711, | |
"acc,exam_id__2009": 0.6956521739130435, | |
"acc,exam_id__2013": 0.6851851851851852, | |
"acc,exam_id__2010": 0.7521367521367521, | |
"acc,exam_id__2012": 0.75, | |
"acc,exam_id__2016_2": 0.6747967479674797, | |
"acc,exam_id__2017": 0.7241379310344828, | |
"acc,exam_id__2022": 0.6616541353383458, | |
"acc,exam_id__2023": 0.7481481481481481, | |
"acc,exam_id__2011": 0.7692307692307693, | |
"acc,exam_id__2014": 0.7431192660550459, | |
"acc,exam_id__2015": 0.6890756302521008, | |
"acc,exam_id__2016": 0.7024793388429752, | |
"main_score": 0.7158852344296711 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.6203059805285118, | |
"acc,exam_id__UNICAMP_2020": 0.6, | |
"acc,exam_id__USP_2023": 0.75, | |
"acc,exam_id__UNICAMP_2024": 0.6222222222222222, | |
"acc,exam_id__UNICAMP_2021_1": 0.5652173913043478, | |
"acc,exam_id__USP_2020": 0.5357142857142857, | |
"acc,exam_id__UNICAMP_2018": 0.5, | |
"acc,exam_id__USP_2022": 0.6326530612244898, | |
"acc,exam_id__UNICAMP_2019": 0.64, | |
"acc,exam_id__UNICAMP_2021_2": 0.6078431372549019, | |
"acc,exam_id__USP_2019": 0.6, | |
"acc,exam_id__UNICAMP_2022": 0.717948717948718, | |
"acc,exam_id__USP_2024": 0.7804878048780488, | |
"acc,exam_id__UNICAMP_2023": 0.7209302325581395, | |
"acc,exam_id__USP_2018": 0.46296296296296297, | |
"acc,exam_id__USP_2021": 0.6730769230769231, | |
"main_score": 0.6203059805285118 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.5521640091116173, | |
"acc,exam_id__2018-25": 0.475, | |
"acc,exam_id__2014-14": 0.6375, | |
"acc,exam_id__2013-11": 0.5375, | |
"acc,exam_id__2013-12": 0.5875, | |
"acc,exam_id__2015-16": 0.5125, | |
"acc,exam_id__2016-19": 0.5769230769230769, | |
"acc,exam_id__2015-17": 0.6923076923076923, | |
"acc,exam_id__2016-21": 0.4625, | |
"acc,exam_id__2011-03": 0.5050505050505051, | |
"acc,exam_id__2012-08": 0.5625, | |
"acc,exam_id__2012-07": 0.5375, | |
"acc,exam_id__2011-04": 0.4625, | |
"acc,exam_id__2013-10": 0.5875, | |
"acc,exam_id__2012-06a": 0.6375, | |
"acc,exam_id__2010-01": 0.4117647058823529, | |
"acc,exam_id__2017-23": 0.5625, | |
"acc,exam_id__2015-18": 0.5125, | |
"acc,exam_id__2012-06": 0.5375, | |
"acc,exam_id__2017-22": 0.6375, | |
"acc,exam_id__2014-15": 0.6538461538461539, | |
"acc,exam_id__2010-02": 0.62, | |
"acc,exam_id__2014-13": 0.5375, | |
"acc,exam_id__2016-20": 0.575, | |
"acc,exam_id__2011-05": 0.5875, | |
"acc,exam_id__2016-20a": 0.5625, | |
"acc,exam_id__2012-09": 0.45454545454545453, | |
"acc,exam_id__2017-24": 0.4875, | |
"main_score": 0.5521640091116173 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.883132179380006, | |
"acc,all": 0.8831699346405228, | |
"main_score": 0.883132179380006 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.7210331309303998, | |
"mse,all": 0.6012867647058824, | |
"main_score": 0.7210331309303998 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.47272296015180265, | |
"acc,all": 0.47384615384615386, | |
"main_score": 0.47272296015180265 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.8222299935886227, | |
"acc,all": 0.8257142857142857, | |
"main_score": 0.8222299935886227 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.7102306144559665, | |
"acc,all": 0.7285546415981199, | |
"main_score": 0.7102306144559665 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.48595613300125107, | |
"acc,all": 0.7114427860696517, | |
"main_score": 0.48595613300125107 | |
} | |
}, | |
"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": 1217.5381385584324, | |
"min_seq_length": 1027, | |
"max_seq_length": 2206, | |
"max_ctx_length": 2528, | |
"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": 1355.8970792767732, | |
"min_seq_length": 1076, | |
"max_seq_length": 1949, | |
"max_ctx_length": 2528, | |
"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": 970.0168564920274, | |
"min_seq_length": 784, | |
"max_seq_length": 1291, | |
"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": 1038.3545751633987, | |
"min_seq_length": 1022, | |
"max_seq_length": 1082, | |
"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": 1283.3545751633987, | |
"min_seq_length": 1267, | |
"max_seq_length": 1327, | |
"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": 1138.0676923076924, | |
"min_seq_length": 1102, | |
"max_seq_length": 1205, | |
"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": 1095.9871428571428, | |
"min_seq_length": 1079, | |
"max_seq_length": 1283, | |
"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": 1454.6169212690952, | |
"min_seq_length": 1427, | |
"max_seq_length": 1491, | |
"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": 1420.0830845771145, | |
"min_seq_length": 1404, | |
"max_seq_length": 1470, | |
"max_ctx_length": 2528, | |
"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 | |
} | |
} |