llm_pt_leaderboard_results / FuseAI /OpenChat-3.5-7B-Solar /results_2024-03-08T13-22-15.392524.json
eduagarcia's picture
Updating model FuseAI/OpenChat-3.5-7B-Solar
3eeb0ad verified
raw
history blame
13.3 kB
{
"config_general": {
"start_date": "2024-03-08T13-22-15.392524",
"start_time": 1709904135.9662364,
"end_time": 1709911574.8608532,
"total_evaluation_time_seconds": 7438.89461684227,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "fb752742c8079d96925008a5f1371c08a1128f4f",
"model_dtype": "bfloat16",
"model_memory_footprint": 14617722880,
"model_num_parameters": 7241748480,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:1",
"batch_size": 16,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "FuseAI/OpenChat-3.5-7B-Solar",
"job_id": 310,
"model_id": "FuseAI/OpenChat-3.5-7B-Solar_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "💬 : chat models (RLHF, DPO, IFT, ...)",
"model_architectures": "MistralForCausalLM",
"submitted_time": "2024-03-04T14:31:17Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6904086247281405,
"all_grouped_npm": 0.5432596799854227,
"all_grouped": {
"enem_challenge": 0.6452064380685795,
"bluex": 0.5465924895688457,
"oab_exams": 0.4218678815489749,
"assin2_rte": 0.927694039333938,
"assin2_sts": 0.7822958272680564,
"faquad_nli": 0.7777514761773254,
"hatebr_offensive": 0.8223021238433512,
"portuguese_hate_speech": 0.7022123148304151,
"tweetsentbr": 0.5877550319137789
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.6452064380685795,
"harness|bluex|bluex|None|3": 0.5465924895688457,
"harness|oab_exams|oab_exams|None|3": 0.4218678815489749,
"harness|assin2_rte|assin2_rte|None|15": 0.927694039333938,
"harness|assin2_sts|assin2_sts|None|15": 0.7822958272680564,
"harness|faquad_nli|faquad_nli|None|15": 0.7777514761773254,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8223021238433512,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7022123148304151,
"harness|tweetsentbr|tweetsentbr|None|25": 0.5877550319137789
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.6452064380685795,
"acc,exam_id__2011": 0.6837606837606838,
"acc,exam_id__2009": 0.6608695652173913,
"acc,exam_id__2012": 0.6120689655172413,
"acc,exam_id__2016": 0.6033057851239669,
"acc,exam_id__2017": 0.6551724137931034,
"acc,exam_id__2022": 0.6015037593984962,
"acc,exam_id__2023": 0.6592592592592592,
"acc,exam_id__2013": 0.6851851851851852,
"acc,exam_id__2015": 0.6386554621848739,
"acc,exam_id__2010": 0.6581196581196581,
"acc,exam_id__2016_2": 0.6422764227642277,
"acc,exam_id__2014": 0.6513761467889908,
"main_score": 0.6452064380685795
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.5465924895688457,
"acc,exam_id__UNICAMP_2022": 0.6153846153846154,
"acc,exam_id__UNICAMP_2024": 0.5777777777777777,
"acc,exam_id__USP_2024": 0.6585365853658537,
"acc,exam_id__UNICAMP_2021_2": 0.47058823529411764,
"acc,exam_id__USP_2021": 0.5576923076923077,
"acc,exam_id__UNICAMP_2020": 0.5454545454545454,
"acc,exam_id__USP_2019": 0.45,
"acc,exam_id__USP_2020": 0.5178571428571429,
"acc,exam_id__UNICAMP_2019": 0.54,
"acc,exam_id__UNICAMP_2021_1": 0.45652173913043476,
"acc,exam_id__UNICAMP_2023": 0.5348837209302325,
"acc,exam_id__USP_2018": 0.5370370370370371,
"acc,exam_id__USP_2022": 0.5918367346938775,
"acc,exam_id__USP_2023": 0.5909090909090909,
"acc,exam_id__UNICAMP_2018": 0.5740740740740741,
"main_score": 0.5465924895688457
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.4218678815489749,
"acc,exam_id__2017-23": 0.4,
"acc,exam_id__2010-02": 0.43,
"acc,exam_id__2012-06": 0.45,
"acc,exam_id__2016-20a": 0.4,
"acc,exam_id__2018-25": 0.425,
"acc,exam_id__2011-05": 0.475,
"acc,exam_id__2013-10": 0.375,
"acc,exam_id__2015-16": 0.4625,
"acc,exam_id__2013-12": 0.4625,
"acc,exam_id__2016-21": 0.3875,
"acc,exam_id__2011-04": 0.35,
"acc,exam_id__2010-01": 0.3764705882352941,
"acc,exam_id__2012-07": 0.4125,
"acc,exam_id__2012-08": 0.4125,
"acc,exam_id__2014-13": 0.3125,
"acc,exam_id__2013-11": 0.4625,
"acc,exam_id__2015-18": 0.45,
"acc,exam_id__2016-19": 0.47435897435897434,
"acc,exam_id__2014-14": 0.4875,
"acc,exam_id__2012-09": 0.4155844155844156,
"acc,exam_id__2012-06a": 0.4125,
"acc,exam_id__2017-22": 0.4375,
"acc,exam_id__2014-15": 0.44871794871794873,
"acc,exam_id__2015-17": 0.5512820512820513,
"acc,exam_id__2017-24": 0.4625,
"acc,exam_id__2016-20": 0.3625,
"acc,exam_id__2011-03": 0.32323232323232326,
"main_score": 0.4218678815489749
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.927694039333938,
"acc,all": 0.9276960784313726,
"main_score": 0.927694039333938
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.7822958272680564,
"mse,all": 0.4185049019607843,
"main_score": 0.7822958272680564
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.7777514761773254,
"acc,all": 0.84,
"main_score": 0.7777514761773254
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8223021238433512,
"acc,all": 0.8257142857142857,
"main_score": 0.8223021238433512
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.7022123148304151,
"acc,all": 0.7461809635722679,
"main_score": 0.7022123148304151
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.5877550319137789,
"acc,all": 0.6671641791044776,
"main_score": 0.5877550319137789
}
},
"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": 2,
"non_truncated": 1427,
"padded": 0,
"non_padded": 1429,
"fewshots_truncated": 2,
"mean_seq_length": 1683.039188243527,
"min_seq_length": 1417,
"max_seq_length": 2681,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.998600419874038
},
"harness|bluex|bluex|None|3": {
"sample_size": 719,
"truncated": 2,
"non_truncated": 717,
"padded": 0,
"non_padded": 719,
"fewshots_truncated": 2,
"mean_seq_length": 1782.9262865090404,
"min_seq_length": 1406,
"max_seq_length": 2583,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 3.0,
"mean_effective_fewshot_size": 2.9972183588317107
},
"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": 1428.764464692483,
"min_seq_length": 1162,
"max_seq_length": 1931,
"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": 1584.7455065359477,
"min_seq_length": 1561,
"max_seq_length": 1651,
"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": 1824.7455065359477,
"min_seq_length": 1801,
"max_seq_length": 1891,
"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": 1825.9876923076922,
"min_seq_length": 1770,
"max_seq_length": 1946,
"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": 1676.3878571428572,
"min_seq_length": 1653,
"max_seq_length": 1927,
"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": 2177.3360752056406,
"min_seq_length": 2142,
"max_seq_length": 2216,
"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": 1923.2492537313433,
"min_seq_length": 1902,
"max_seq_length": 2018,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"mean_original_fewshots_size": 25.0,
"mean_effective_fewshot_size": 25.0
}
},
"summary_general": {
"truncated": 4,
"non_truncated": 14146,
"padded": 0,
"non_padded": 14150,
"fewshots_truncated": 4
}
}