llm_pt_leaderboard_raw_results / PrunaAI /dbrx-instruct-bnb-4bit /results_2024-05-18T10-08-36.556587.json
eduagarcia's picture
Uploading raw results for PrunaAI/dbrx-instruct-bnb-4bit
487b6e8 verified
raw
history blame
13.2 kB
{
"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
}
}