llm_pt_leaderboard_results / MaziyarPanahi /Mistral-7B-v0.3 /results_2024-05-26T09-27-13.540220.json
eduagarcia's picture
Updating model MaziyarPanahi/Mistral-7B-v0.3
abb4657 verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-05-26T09-27-13.540220",
"start_time": 1716715634.2745352,
"end_time": 1716719471.801306,
"total_evaluation_time_seconds": 3837.5267708301544,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "ee7f43d70b6cb6939c237341eb53fdaaa2d4f1bb",
"model_dtype": "bfloat16",
"model_memory_footprint": 15032926208,
"model_num_parameters": 7248023552,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 32,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "MaziyarPanahi/Mistral-7B-v0.3",
"job_id": 746,
"model_id": "MaziyarPanahi/Mistral-7B-v0.3_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "MistralForCausalLM",
"submitted_time": "2024-05-26T04:34:34Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.620518625671843,
"all_grouped_npm": 0.4220470898631241,
"all_grouped": {
"enem_challenge": 0.6242127361791463,
"bluex": 0.5229485396383866,
"oab_exams": 0.4542141230068337,
"assin2_rte": 0.8790493645404561,
"assin2_sts": 0.6748507212873428,
"faquad_nli": 0.4777509957775612,
"hatebr_offensive": 0.778367362714571,
"portuguese_hate_speech": 0.5641044809178904,
"tweetsentbr": 0.6091693069843988
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6242127361791463,
"harness|bluex|bluex|None|3": 0.5229485396383866,
"harness|oab_exams|oab_exams|None|3": 0.4542141230068337,
"harness|assin2_rte|assin2_rte|None|15": 0.8790493645404561,
"harness|assin2_sts|assin2_sts|None|15": 0.6748507212873428,
"harness|faquad_nli|faquad_nli|None|15": 0.4777509957775612,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.778367362714571,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5641044809178904,
"harness|tweetsentbr|tweetsentbr|None|25": 0.6091693069843988
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6242127361791463,
"acc,exam_id__2015": 0.5714285714285714,
"acc,exam_id__2011": 0.6923076923076923,
"acc,exam_id__2012": 0.6206896551724138,
"acc,exam_id__2010": 0.5982905982905983,
"acc,exam_id__2016": 0.628099173553719,
"acc,exam_id__2016_2": 0.6178861788617886,
"acc,exam_id__2017": 0.5603448275862069,
"acc,exam_id__2022": 0.6466165413533834,
"acc,exam_id__2023": 0.6370370370370371,
"acc,exam_id__2009": 0.5826086956521739,
"acc,exam_id__2013": 0.6574074074074074,
"acc,exam_id__2014": 0.6788990825688074,
"main_score": 0.6242127361791463
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5229485396383866,
"acc,exam_id__USP_2023": 0.6363636363636364,
"acc,exam_id__USP_2022": 0.5306122448979592,
"acc,exam_id__UNICAMP_2019": 0.64,
"acc,exam_id__UNICAMP_2021_2": 0.43137254901960786,
"acc,exam_id__UNICAMP_2018": 0.4074074074074074,
"acc,exam_id__UNICAMP_2021_1": 0.5217391304347826,
"acc,exam_id__USP_2019": 0.475,
"acc,exam_id__USP_2024": 0.6585365853658537,
"acc,exam_id__UNICAMP_2020": 0.5272727272727272,
"acc,exam_id__USP_2020": 0.5,
"acc,exam_id__UNICAMP_2022": 0.5384615384615384,
"acc,exam_id__UNICAMP_2023": 0.5348837209302325,
"acc,exam_id__USP_2021": 0.4423076923076923,
"acc,exam_id__USP_2018": 0.48148148148148145,
"acc,exam_id__UNICAMP_2024": 0.5777777777777777,
"main_score": 0.5229485396383866
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.4542141230068337,
"acc,exam_id__2014-14": 0.55,
"acc,exam_id__2012-07": 0.45,
"acc,exam_id__2012-06": 0.4625,
"acc,exam_id__2016-21": 0.4,
"acc,exam_id__2011-04": 0.4125,
"acc,exam_id__2013-10": 0.4375,
"acc,exam_id__2015-16": 0.4125,
"acc,exam_id__2014-13": 0.4125,
"acc,exam_id__2011-03": 0.37373737373737376,
"acc,exam_id__2016-20a": 0.3625,
"acc,exam_id__2017-23": 0.4125,
"acc,exam_id__2012-06a": 0.45,
"acc,exam_id__2012-09": 0.4155844155844156,
"acc,exam_id__2012-08": 0.45,
"acc,exam_id__2015-17": 0.5641025641025641,
"acc,exam_id__2010-01": 0.35294117647058826,
"acc,exam_id__2016-20": 0.525,
"acc,exam_id__2017-24": 0.4375,
"acc,exam_id__2018-25": 0.425,
"acc,exam_id__2010-02": 0.44,
"acc,exam_id__2015-18": 0.475,
"acc,exam_id__2017-22": 0.5375,
"acc,exam_id__2011-05": 0.4625,
"acc,exam_id__2016-19": 0.5128205128205128,
"acc,exam_id__2013-12": 0.5125,
"acc,exam_id__2013-11": 0.4875,
"acc,exam_id__2014-15": 0.5641025641025641,
"main_score": 0.4542141230068337
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.8790493645404561,
"acc,all": 0.8790849673202614,
"main_score": 0.8790493645404561
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.6748507212873428,
"mse,all": 0.8971813725490196,
"main_score": 0.6748507212873428
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.4777509957775612,
"acc,all": 0.7830769230769231,
"main_score": 0.4777509957775612
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.778367362714571,
"acc,all": 0.7864285714285715,
"main_score": 0.778367362714571
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.5641044809178904,
"acc,all": 0.5652173913043478,
"main_score": 0.5641044809178904
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.6091693069843988,
"acc,all": 0.6786069651741293,
"main_score": 0.6091693069843988
}
},
"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": 1,
"non_truncated": 1428,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 1,
"mean_seq_length": 1620.039188243527,
"min_seq_length": 1354,
"max_seq_length": 2618,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9993002099370187
},
"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": 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": 1365.764464692483,
"min_seq_length": 1099,
"max_seq_length": 1868,
"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": 1369.7455065359477,
"min_seq_length": 1346,
"max_seq_length": 1436,
"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": 1593.7455065359477,
"min_seq_length": 1570,
"max_seq_length": 1660,
"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": 1594.9876923076922,
"min_seq_length": 1539,
"max_seq_length": 1715,
"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": 1305.3878571428572,
"min_seq_length": 1282,
"max_seq_length": 1556,
"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": 1806.3360752056403,
"min_seq_length": 1771,
"max_seq_length": 1845,
"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": 1552.2492537313433,
"min_seq_length": 1531,
"max_seq_length": 1647,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 1,
"non_truncated": 14149,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 1
}
}