llm_pt_leaderboard_raw_results
/
PrunaAI
/dbrx-instruct-bnb-4bit
/results_2024-05-18T10-08-36.556587.json
{ | |
"config_general": { | |
"start_date": "2024-05-18T10-08-36.556587", | |
"start_time": 1716026917.2624223, | |
"end_time": 1716052606.1472058, | |
"total_evaluation_time_seconds": 25688.884783506393, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "3b64c668f5fc525408170ca6565e347b9f95103f", | |
"model_dtype": "4bit", | |
"model_memory_footprint": 67648706560, | |
"model_num_parameters": 131596523520, | |
"model_is_loaded_in_4bit": true, | |
"model_is_loaded_in_8bit": null, | |
"model_is_quantized": true, | |
"model_device": "cuda:0", | |
"batch_size": 2, | |
"max_length": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "PrunaAI/dbrx-instruct-bnb-4bit", | |
"job_id": 638, | |
"model_id": "PrunaAI/dbrx-instruct-bnb-4bit_eval_request_False_4bit_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "💬 : chat (RLHF, DPO, IFT, ...)", | |
"model_architectures": "DbrxForCausalLM", | |
"submitted_time": "2024-04-25T01:37:30Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.7102239338376664, | |
"all_grouped_npm": 0.5530967335382869, | |
"all_grouped": { | |
"enem_challenge": 0.7228831350594822, | |
"bluex": 0.6203059805285118, | |
"oab_exams": 0.5252847380410023, | |
"assin2_rte": 0.9297385620915033, | |
"assin2_sts": 0.8334641713026693, | |
"faquad_nli": 0.6141119512543087, | |
"hatebr_offensive": 0.7259225100277558, | |
"portuguese_hate_speech": 0.7086817168338908, | |
"tweetsentbr": 0.7116226393998747 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.7228831350594822, | |
"harness|bluex|bluex|None|3": 0.6203059805285118, | |
"harness|oab_exams|oab_exams|None|3": 0.5252847380410023, | |
"harness|assin2_rte|assin2_rte|None|15": 0.9297385620915033, | |
"harness|assin2_sts|assin2_sts|None|15": 0.8334641713026693, | |
"harness|faquad_nli|faquad_nli|None|15": 0.6141119512543087, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7259225100277558, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7086817168338908, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.7116226393998747 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.7228831350594822, | |
"acc,exam_id__2009": 0.6608695652173913, | |
"acc,exam_id__2016_2": 0.7398373983739838, | |
"acc,exam_id__2013": 0.7222222222222222, | |
"acc,exam_id__2016": 0.7107438016528925, | |
"acc,exam_id__2015": 0.7058823529411765, | |
"acc,exam_id__2011": 0.7948717948717948, | |
"acc,exam_id__2014": 0.7247706422018348, | |
"acc,exam_id__2017": 0.75, | |
"acc,exam_id__2010": 0.7606837606837606, | |
"acc,exam_id__2022": 0.6691729323308271, | |
"acc,exam_id__2023": 0.7185185185185186, | |
"acc,exam_id__2012": 0.7241379310344828, | |
"main_score": 0.7228831350594822 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.6203059805285118, | |
"acc,exam_id__UNICAMP_2018": 0.5740740740740741, | |
"acc,exam_id__USP_2023": 0.6590909090909091, | |
"acc,exam_id__USP_2022": 0.5510204081632653, | |
"acc,exam_id__USP_2019": 0.675, | |
"acc,exam_id__UNICAMP_2019": 0.68, | |
"acc,exam_id__UNICAMP_2021_1": 0.5217391304347826, | |
"acc,exam_id__UNICAMP_2023": 0.6976744186046512, | |
"acc,exam_id__USP_2018": 0.5555555555555556, | |
"acc,exam_id__UNICAMP_2022": 0.7692307692307693, | |
"acc,exam_id__USP_2020": 0.5714285714285714, | |
"acc,exam_id__USP_2024": 0.7317073170731707, | |
"acc,exam_id__UNICAMP_2024": 0.6666666666666666, | |
"acc,exam_id__UNICAMP_2020": 0.5636363636363636, | |
"acc,exam_id__UNICAMP_2021_2": 0.5490196078431373, | |
"acc,exam_id__USP_2021": 0.6346153846153846, | |
"main_score": 0.6203059805285118 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.5252847380410023, | |
"acc,exam_id__2012-08": 0.55, | |
"acc,exam_id__2015-18": 0.5375, | |
"acc,exam_id__2013-10": 0.6, | |
"acc,exam_id__2013-12": 0.475, | |
"acc,exam_id__2011-03": 0.41414141414141414, | |
"acc,exam_id__2012-09": 0.4935064935064935, | |
"acc,exam_id__2012-07": 0.5125, | |
"acc,exam_id__2016-21": 0.45, | |
"acc,exam_id__2012-06": 0.5, | |
"acc,exam_id__2013-11": 0.5375, | |
"acc,exam_id__2016-19": 0.5641025641025641, | |
"acc,exam_id__2012-06a": 0.5625, | |
"acc,exam_id__2014-14": 0.6375, | |
"acc,exam_id__2017-22": 0.5, | |
"acc,exam_id__2018-25": 0.525, | |
"acc,exam_id__2014-13": 0.5125, | |
"acc,exam_id__2017-23": 0.5, | |
"acc,exam_id__2017-24": 0.55, | |
"acc,exam_id__2011-04": 0.475, | |
"acc,exam_id__2010-02": 0.57, | |
"acc,exam_id__2015-17": 0.6666666666666666, | |
"acc,exam_id__2011-05": 0.5, | |
"acc,exam_id__2014-15": 0.5897435897435898, | |
"acc,exam_id__2016-20": 0.5, | |
"acc,exam_id__2010-01": 0.4117647058823529, | |
"acc,exam_id__2016-20a": 0.55, | |
"acc,exam_id__2015-16": 0.525, | |
"main_score": 0.5252847380410023 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.9297385620915033, | |
"acc,all": 0.9297385620915033, | |
"main_score": 0.9297385620915033 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.8334641713026693, | |
"mse,all": 0.3219566993464052, | |
"main_score": 0.8334641713026693 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.6141119512543087, | |
"acc,all": 0.8015384615384615, | |
"main_score": 0.6141119512543087 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.7259225100277558, | |
"acc,all": 0.7428571428571429, | |
"main_score": 0.7259225100277558 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.7086817168338908, | |
"acc,all": 0.7344300822561692, | |
"main_score": 0.7086817168338908 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.7116226393998747, | |
"acc,all": 0.7353233830845771, | |
"main_score": 0.7116226393998747 | |
} | |
}, | |
"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": 1378.034989503149, | |
"min_seq_length": 1152, | |
"max_seq_length": 2307, | |
"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": 1443.7663421418638, | |
"min_seq_length": 1123, | |
"max_seq_length": 2092, | |
"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": 1179.7576309794988, | |
"min_seq_length": 947, | |
"max_seq_length": 1613, | |
"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": 1171.5563725490197, | |
"min_seq_length": 1152, | |
"max_seq_length": 1235, | |
"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": 1377.5563725490197, | |
"min_seq_length": 1358, | |
"max_seq_length": 1441, | |
"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": 1297.9246153846154, | |
"min_seq_length": 1252, | |
"max_seq_length": 1394, | |
"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": 1040.4921428571429, | |
"min_seq_length": 1020, | |
"max_seq_length": 1263, | |
"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": 1437.4864864864865, | |
"min_seq_length": 1407, | |
"max_seq_length": 1469, | |
"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": 1299.2323383084577, | |
"min_seq_length": 1282, | |
"max_seq_length": 1347, | |
"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 | |
} | |
} |