llm_pt_leaderboard_raw_results / HuggingFaceH4 /zephyr-7b-beta /results_2024-02-21T23-57-52.146406.json
eduagarcia's picture
Uploading raw results for HuggingFaceH4/zephyr-7b-beta
e3d28b2 verified
raw
history blame
13.2 kB
{
"config_general": {
"start_date": "2024-02-21T23-57-52.146406",
"start_time": 1708559872.7977622,
"end_time": 1708563914.8311174,
"total_evaluation_time_seconds": 4042.0333552360535,
"has_chat_template": true,
"chat_type": "system_user_assistant",
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "dc24cabd13eacd3ae3a5fe574bd645483a335a4a",
"model_dtype": "bfloat16",
"model_memory_footprint": 15020343296,
"model_num_parameters": 7241732096,
"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": "HuggingFaceH4/zephyr-7b-beta",
"job_id": 253,
"model_id": "HuggingFaceH4/zephyr-7b-beta_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": "2024-02-21T18:04:59Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.6276835593344771,
"all_grouped_npm": 0.45237979734164724,
"all_grouped": {
"enem_challenge": 0.5787263820853744,
"bluex": 0.47983310152990266,
"oab_exams": 0.3931662870159453,
"assin2_rte": 0.8836486323653452,
"assin2_sts": 0.6678266192299295,
"faquad_nli": 0.7017672651113582,
"hatebr_offensive": 0.8176778106453834,
"portuguese_hate_speech": 0.6658626171810755,
"tweetsentbr": 0.46064331884597925
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.5787263820853744,
"harness|bluex|bluex|None|3": 0.47983310152990266,
"harness|oab_exams|oab_exams|None|3": 0.3931662870159453,
"harness|assin2_rte|assin2_rte|None|15": 0.8836486323653452,
"harness|assin2_sts|assin2_sts|None|15": 0.6678266192299295,
"harness|faquad_nli|faquad_nli|None|15": 0.7017672651113582,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8176778106453834,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6658626171810755,
"harness|tweetsentbr|tweetsentbr|None|25": 0.46064331884597925
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.5787263820853744,
"acc,exam_id__2016_2": 0.5284552845528455,
"acc,exam_id__2009": 0.591304347826087,
"acc,exam_id__2011": 0.6666666666666666,
"acc,exam_id__2012": 0.6206896551724138,
"acc,exam_id__2013": 0.5925925925925926,
"acc,exam_id__2016": 0.5537190082644629,
"acc,exam_id__2022": 0.5037593984962406,
"acc,exam_id__2023": 0.5777777777777777,
"acc,exam_id__2010": 0.5555555555555556,
"acc,exam_id__2014": 0.5963302752293578,
"acc,exam_id__2015": 0.6218487394957983,
"acc,exam_id__2017": 0.5517241379310345,
"main_score": 0.5787263820853744
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.47983310152990266,
"acc,exam_id__USP_2021": 0.36538461538461536,
"acc,exam_id__UNICAMP_2021_2": 0.37254901960784315,
"acc,exam_id__UNICAMP_2023": 0.4418604651162791,
"acc,exam_id__UNICAMP_2021_1": 0.45652173913043476,
"acc,exam_id__USP_2024": 0.7073170731707317,
"acc,exam_id__UNICAMP_2018": 0.42592592592592593,
"acc,exam_id__USP_2022": 0.5510204081632653,
"acc,exam_id__UNICAMP_2020": 0.4909090909090909,
"acc,exam_id__USP_2018": 0.5,
"acc,exam_id__USP_2020": 0.42857142857142855,
"acc,exam_id__UNICAMP_2022": 0.46153846153846156,
"acc,exam_id__USP_2019": 0.425,
"acc,exam_id__USP_2023": 0.5909090909090909,
"acc,exam_id__UNICAMP_2019": 0.56,
"acc,exam_id__UNICAMP_2024": 0.4666666666666667,
"main_score": 0.47983310152990266
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.3931662870159453,
"acc,exam_id__2010-02": 0.46,
"acc,exam_id__2016-19": 0.5,
"acc,exam_id__2015-17": 0.4358974358974359,
"acc,exam_id__2016-21": 0.4,
"acc,exam_id__2017-24": 0.325,
"acc,exam_id__2012-09": 0.37662337662337664,
"acc,exam_id__2011-04": 0.3125,
"acc,exam_id__2017-23": 0.4375,
"acc,exam_id__2011-03": 0.41414141414141414,
"acc,exam_id__2012-07": 0.3375,
"acc,exam_id__2012-06": 0.375,
"acc,exam_id__2014-13": 0.35,
"acc,exam_id__2016-20a": 0.225,
"acc,exam_id__2011-05": 0.3875,
"acc,exam_id__2015-18": 0.425,
"acc,exam_id__2014-15": 0.5384615384615384,
"acc,exam_id__2018-25": 0.4125,
"acc,exam_id__2017-22": 0.425,
"acc,exam_id__2013-11": 0.425,
"acc,exam_id__2014-14": 0.3625,
"acc,exam_id__2013-10": 0.3375,
"acc,exam_id__2010-01": 0.32941176470588235,
"acc,exam_id__2013-12": 0.475,
"acc,exam_id__2015-16": 0.3875,
"acc,exam_id__2012-06a": 0.3875,
"acc,exam_id__2016-20": 0.3875,
"acc,exam_id__2012-08": 0.375,
"main_score": 0.3931662870159453
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.8836486323653452,
"acc,all": 0.8839869281045751,
"main_score": 0.8836486323653452
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.6678266192299295,
"mse,all": 0.6669526143790849,
"main_score": 0.6678266192299295
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.7017672651113582,
"acc,all": 0.7384615384615385,
"main_score": 0.7017672651113582
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.8176778106453834,
"acc,all": 0.82,
"main_score": 0.8176778106453834
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.6658626171810755,
"acc,all": 0.6886016451233843,
"main_score": 0.6658626171810755
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.46064331884597925,
"acc,all": 0.6681592039800995,
"main_score": 0.46064331884597925
}
},
"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": 1693.039188243527,
"min_seq_length": 1427,
"max_seq_length": 2691,
"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": 1792.9262865090404,
"min_seq_length": 1416,
"max_seq_length": 2593,
"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": 1438.764464692483,
"min_seq_length": 1172,
"max_seq_length": 1941,
"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": 1646.7455065359477,
"min_seq_length": 1623,
"max_seq_length": 1713,
"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": 1855.7455065359477,
"min_seq_length": 1832,
"max_seq_length": 1922,
"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": 1871.9876923076922,
"min_seq_length": 1816,
"max_seq_length": 1992,
"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": 1752.3878571428572,
"min_seq_length": 1729,
"max_seq_length": 2003,
"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": 2253.3360752056406,
"min_seq_length": 2218,
"max_seq_length": 2292,
"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": 1999.2492537313433,
"min_seq_length": 1978,
"max_seq_length": 2094,
"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
}
}