llm_pt_leaderboard_results / mistralai /Mixtral-8x7B-v0.1 /results_2024-02-18T23-03-35.536475.json
eduagarcia's picture
Updating model mistralai/Mixtral-8x7B-v0.1
b942bcd verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-02-18T23-03-35.536475",
"start_time": 1708297416.2364488,
"end_time": 1708307348.9558525,
"total_evaluation_time_seconds": 9932.719403743744,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 2,
"accelerate_num_process": null,
"model_sha": "985aa055896a8f943d4a9f2572e6ea1341823841",
"model_dtype": "bfloat16",
"model_memory_footprint": 93942464512,
"model_num_parameters": 46702792704,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 16,
"max_length": 4096,
"max_ctx_length": 4064,
"max_gen_toks": 32,
"model_name": "mistralai/Mixtral-8x7B-v0.1",
"job_id": 253,
"model_id": "mistralai/Mixtral-8x7B-v0.1_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "MixtralForCausalLM",
"submitted_time": "2024-02-05T23:05:20Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6787139689055947,
"all_grouped_npm": 0.4944446456685305,
"all_grouped": {
"enem_challenge": 0.7256822953114066,
"bluex": 0.6425591098748261,
"oab_exams": 0.5489749430523918,
"assin2_rte": 0.9103413524823818,
"assin2_sts": 0.7870598909460976,
"faquad_nli": 0.4830369649343558,
"hatebr_offensive": 0.6929673616240137,
"portuguese_hate_speech": 0.5995159900628542,
"tweetsentbr": 0.7182878118620253
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.7256822953114066,
"harness|bluex|bluex|None|3": 0.6425591098748261,
"harness|oab_exams|oab_exams|None|3": 0.5489749430523918,
"harness|assin2_rte|assin2_rte|None|15": 0.9103413524823818,
"harness|assin2_sts|assin2_sts|None|15": 0.7870598909460976,
"harness|faquad_nli|faquad_nli|None|15": 0.4830369649343558,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.6929673616240137,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5995159900628542,
"harness|tweetsentbr|tweetsentbr|None|25": 0.7182878118620253
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.7256822953114066,
"acc,exam_id__2015": 0.7647058823529411,
"acc,exam_id__2016_2": 0.7154471544715447,
"acc,exam_id__2012": 0.7327586206896551,
"acc,exam_id__2022": 0.6541353383458647,
"acc,exam_id__2013": 0.75,
"acc,exam_id__2014": 0.7247706422018348,
"acc,exam_id__2016": 0.7107438016528925,
"acc,exam_id__2009": 0.7304347826086957,
"acc,exam_id__2023": 0.7333333333333333,
"acc,exam_id__2010": 0.717948717948718,
"acc,exam_id__2017": 0.7068965517241379,
"acc,exam_id__2011": 0.7777777777777778,
"main_score": 0.7256822953114066
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.6425591098748261,
"acc,exam_id__UNICAMP_2020": 0.6,
"acc,exam_id__USP_2021": 0.6153846153846154,
"acc,exam_id__UNICAMP_2023": 0.7441860465116279,
"acc,exam_id__USP_2020": 0.6607142857142857,
"acc,exam_id__UNICAMP_2024": 0.5555555555555556,
"acc,exam_id__USP_2024": 0.7073170731707317,
"acc,exam_id__UNICAMP_2019": 0.68,
"acc,exam_id__UNICAMP_2022": 0.6923076923076923,
"acc,exam_id__USP_2018": 0.5555555555555556,
"acc,exam_id__UNICAMP_2021_1": 0.6304347826086957,
"acc,exam_id__USP_2022": 0.6530612244897959,
"acc,exam_id__UNICAMP_2018": 0.5555555555555556,
"acc,exam_id__USP_2023": 0.75,
"acc,exam_id__USP_2019": 0.675,
"acc,exam_id__UNICAMP_2021_2": 0.6274509803921569,
"main_score": 0.6425591098748261
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.5489749430523918,
"acc,exam_id__2017-22": 0.5625,
"acc,exam_id__2015-18": 0.6625,
"acc,exam_id__2016-20": 0.575,
"acc,exam_id__2013-12": 0.6,
"acc,exam_id__2012-07": 0.5,
"acc,exam_id__2018-25": 0.5,
"acc,exam_id__2014-13": 0.55,
"acc,exam_id__2012-06a": 0.575,
"acc,exam_id__2016-19": 0.5641025641025641,
"acc,exam_id__2015-16": 0.55,
"acc,exam_id__2011-03": 0.494949494949495,
"acc,exam_id__2012-09": 0.4155844155844156,
"acc,exam_id__2012-08": 0.575,
"acc,exam_id__2017-23": 0.4625,
"acc,exam_id__2014-15": 0.6923076923076923,
"acc,exam_id__2016-21": 0.4875,
"acc,exam_id__2011-05": 0.5375,
"acc,exam_id__2010-01": 0.43529411764705883,
"acc,exam_id__2010-02": 0.59,
"acc,exam_id__2012-06": 0.55,
"acc,exam_id__2014-14": 0.625,
"acc,exam_id__2013-10": 0.575,
"acc,exam_id__2011-04": 0.5125,
"acc,exam_id__2013-11": 0.525,
"acc,exam_id__2015-17": 0.7307692307692307,
"acc,exam_id__2016-20a": 0.4875,
"acc,exam_id__2017-24": 0.5,
"main_score": 0.5489749430523918
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.9103413524823818,
"acc,all": 0.9105392156862745,
"main_score": 0.9103413524823818
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.7870598909460976,
"mse,all": 0.6113848039215688,
"main_score": 0.7870598909460976
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.4830369649343558,
"acc,all": 0.7938461538461539,
"main_score": 0.4830369649343558
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.6929673616240137,
"acc,all": 0.7164285714285714,
"main_score": 0.6929673616240137
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.5995159900628542,
"acc,all": 0.6039952996474736,
"main_score": 0.5995159900628542
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.7182878118620253,
"acc,all": 0.7507462686567165,
"main_score": 0.7182878118620253
}
},
"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": 1620.039188243527,
"min_seq_length": 1354,
"max_seq_length": 2618,
"max_ctx_length": 4064,
"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": 1719.9262865090404,
"min_seq_length": 1343,
"max_seq_length": 2520,
"max_ctx_length": 4064,
"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": 1365.764464692483,
"min_seq_length": 1099,
"max_seq_length": 1868,
"max_ctx_length": 4064,
"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": 1369.7455065359477,
"min_seq_length": 1346,
"max_seq_length": 1436,
"max_ctx_length": 4064,
"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": 1593.7455065359477,
"min_seq_length": 1570,
"max_seq_length": 1660,
"max_ctx_length": 4064,
"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": 1594.9876923076922,
"min_seq_length": 1539,
"max_seq_length": 1715,
"max_ctx_length": 4064,
"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": 1305.3878571428572,
"min_seq_length": 1282,
"max_seq_length": 1556,
"max_ctx_length": 4064,
"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": 1806.3360752056403,
"min_seq_length": 1771,
"max_seq_length": 1845,
"max_ctx_length": 4064,
"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": 1552.2492537313433,
"min_seq_length": 1531,
"max_seq_length": 1647,
"max_ctx_length": 4064,
"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
}
}