llm_pt_leaderboard_raw_results / google /gemma-2b /results_2024-04-04T14-48-26.410309.json
eduagarcia's picture
Uploading raw results for google/gemma-2b
c2727f7 verified
raw
history blame
No virus
13.2 kB
{
"config_general": {
"start_date": "2024-04-04T14-48-26.410309",
"start_time": 1712242107.336221,
"end_time": 1712245221.784206,
"total_evaluation_time_seconds": 3114.447984933853,
"has_chat_template": false,
"chat_type": null,
"n_gpus": 1,
"accelerate_num_process": null,
"model_sha": "05411b7f80abb7a7e9f328e17421bfabc32dd242",
"model_dtype": "bfloat16",
"model_memory_footprint": 5012344832,
"model_num_parameters": 2506172416,
"model_is_loaded_in_4bit": null,
"model_is_loaded_in_8bit": null,
"model_is_quantized": null,
"model_device": "cuda:0",
"batch_size": 2,
"max_length": 2560,
"max_ctx_length": 2528,
"max_gen_toks": 32,
"model_name": "google/gemma-2b",
"job_id": 380,
"model_id": "google/gemma-2b_eval_request_False_bfloat16_Original",
"model_base_model": "",
"model_weight_type": "Original",
"model_revision": "main",
"model_private": false,
"model_type": "🟢 : pretrained",
"model_architectures": "GemmaForCausalLM",
"submitted_time": "2024-02-21T14:27:53Z",
"lm_eval_model_type": "huggingface",
"eval_version": "1.1.0"
},
"results": {
"all_grouped_average": 0.44075922618665303,
"all_grouped_npm": 0.1647054782601488,
"all_grouped": {
"enem_challenge": 0.26452064380685797,
"bluex": 0.28372739916550765,
"oab_exams": 0.283371298405467,
"assin2_rte": 0.6353400730210679,
"assin2_sts": 0.3635210295220489,
"faquad_nli": 0.44754198680900253,
"hatebr_offensive": 0.7782210622319081,
"portuguese_hate_speech": 0.3681224485115362,
"tweetsentbr": 0.542467094206481
},
"all": {
"harness|enem_challenge|enem_challenge|None|3": 0.26452064380685797,
"harness|bluex|bluex|None|3": 0.28372739916550765,
"harness|oab_exams|oab_exams|None|3": 0.283371298405467,
"harness|assin2_rte|assin2_rte|None|15": 0.6353400730210679,
"harness|assin2_sts|assin2_sts|None|15": 0.3635210295220489,
"harness|faquad_nli|faquad_nli|None|15": 0.44754198680900253,
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7782210622319081,
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.3681224485115362,
"harness|tweetsentbr|tweetsentbr|None|25": 0.542467094206481
},
"harness|enem_challenge|enem_challenge|None|3": {
"acc,all": 0.26452064380685797,
"acc,exam_id__2017": 0.2413793103448276,
"acc,exam_id__2009": 0.2956521739130435,
"acc,exam_id__2013": 0.2037037037037037,
"acc,exam_id__2022": 0.2857142857142857,
"acc,exam_id__2015": 0.2773109243697479,
"acc,exam_id__2016": 0.2396694214876033,
"acc,exam_id__2012": 0.23275862068965517,
"acc,exam_id__2011": 0.2905982905982906,
"acc,exam_id__2023": 0.26666666666666666,
"acc,exam_id__2014": 0.3302752293577982,
"acc,exam_id__2016_2": 0.25203252032520324,
"acc,exam_id__2010": 0.2564102564102564,
"main_score": 0.26452064380685797
},
"harness|bluex|bluex|None|3": {
"acc,all": 0.28372739916550765,
"acc,exam_id__UNICAMP_2023": 0.27906976744186046,
"acc,exam_id__USP_2019": 0.125,
"acc,exam_id__UNICAMP_2019": 0.38,
"acc,exam_id__USP_2020": 0.16071428571428573,
"acc,exam_id__UNICAMP_2021_1": 0.21739130434782608,
"acc,exam_id__UNICAMP_2021_2": 0.39215686274509803,
"acc,exam_id__UNICAMP_2024": 0.4222222222222222,
"acc,exam_id__USP_2022": 0.16326530612244897,
"acc,exam_id__UNICAMP_2022": 0.4358974358974359,
"acc,exam_id__USP_2021": 0.25,
"acc,exam_id__USP_2024": 0.36585365853658536,
"acc,exam_id__USP_2023": 0.25,
"acc,exam_id__UNICAMP_2020": 0.2909090909090909,
"acc,exam_id__USP_2018": 0.25925925925925924,
"acc,exam_id__UNICAMP_2018": 0.2962962962962963,
"main_score": 0.28372739916550765
},
"harness|oab_exams|oab_exams|None|3": {
"acc,all": 0.283371298405467,
"acc,exam_id__2011-03": 0.2828282828282828,
"acc,exam_id__2014-13": 0.325,
"acc,exam_id__2012-06a": 0.2875,
"acc,exam_id__2014-15": 0.34615384615384615,
"acc,exam_id__2012-09": 0.2597402597402597,
"acc,exam_id__2017-24": 0.3,
"acc,exam_id__2013-11": 0.3375,
"acc,exam_id__2018-25": 0.3,
"acc,exam_id__2010-02": 0.28,
"acc,exam_id__2016-21": 0.325,
"acc,exam_id__2013-12": 0.2875,
"acc,exam_id__2015-17": 0.23076923076923078,
"acc,exam_id__2016-20": 0.275,
"acc,exam_id__2014-14": 0.3,
"acc,exam_id__2015-18": 0.25,
"acc,exam_id__2011-04": 0.25,
"acc,exam_id__2011-05": 0.225,
"acc,exam_id__2010-01": 0.24705882352941178,
"acc,exam_id__2016-19": 0.23076923076923078,
"acc,exam_id__2012-07": 0.275,
"acc,exam_id__2013-10": 0.325,
"acc,exam_id__2016-20a": 0.2,
"acc,exam_id__2017-23": 0.325,
"acc,exam_id__2012-08": 0.3625,
"acc,exam_id__2012-06": 0.2375,
"acc,exam_id__2015-16": 0.275,
"acc,exam_id__2017-22": 0.3125,
"main_score": 0.283371298405467
},
"harness|assin2_rte|assin2_rte|None|15": {
"f1_macro,all": 0.6353400730210679,
"acc,all": 0.6699346405228758,
"main_score": 0.6353400730210679
},
"harness|assin2_sts|assin2_sts|None|15": {
"pearson,all": 0.3635210295220489,
"mse,all": 1.6998651960784315,
"main_score": 0.3635210295220489
},
"harness|faquad_nli|faquad_nli|None|15": {
"f1_macro,all": 0.44754198680900253,
"acc,all": 0.7692307692307693,
"main_score": 0.44754198680900253
},
"harness|hatebr_offensive|hatebr_offensive|None|25": {
"f1_macro,all": 0.7782210622319081,
"acc,all": 0.7792857142857142,
"main_score": 0.7782210622319081
},
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
"f1_macro,all": 0.3681224485115362,
"acc,all": 0.391304347826087,
"main_score": 0.3681224485115362
},
"harness|tweetsentbr|tweetsentbr|None|25": {
"f1_macro,all": 0.542467094206481,
"acc,all": 0.5407960199004975,
"main_score": 0.542467094206481
}
},
"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": 1215.8278516445066,
"min_seq_length": 1019,
"max_seq_length": 2062,
"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": 1373.4464534075105,
"min_seq_length": 1080,
"max_seq_length": 1993,
"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": 987.4004555808656,
"min_seq_length": 791,
"max_seq_length": 1322,
"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": 1008.8839869281046,
"min_seq_length": 994,
"max_seq_length": 1051,
"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": 1217.8839869281046,
"min_seq_length": 1203,
"max_seq_length": 1260,
"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": 1094.1338461538462,
"min_seq_length": 1056,
"max_seq_length": 1167,
"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": 896.505,
"min_seq_length": 881,
"max_seq_length": 1085,
"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": 1272.13866039953,
"min_seq_length": 1244,
"max_seq_length": 1303,
"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": 1101.9791044776118,
"min_seq_length": 1087,
"max_seq_length": 1144,
"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
}
}