llm_pt_leaderboard_results
/
VAGOsolutions
/SauerkrautLM-Gemma-7b
/results_2024-05-20T03-35-55.668254.json
{ | |
"config_general": { | |
"start_date": "2024-05-20T03-35-55.668254", | |
"start_time": 1716176156.5063198, | |
"end_time": 1716179184.6500106, | |
"total_evaluation_time_seconds": 3028.1436908245087, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "4296bdabf82e900235b094e5348be03ebb0ec891", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 17075376128, | |
"model_num_parameters": 8537680896, | |
"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": "VAGOsolutions/SauerkrautLM-Gemma-7b", | |
"job_id": 669, | |
"model_id": "VAGOsolutions/SauerkrautLM-Gemma-7b_eval_request_False_bfloat16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "💬 : chat (RLHF, DPO, IFT, ...)", | |
"model_architectures": "GemmaForCausalLM", | |
"submitted_time": "2024-05-17T21:58:33Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.670964329935957, | |
"all_grouped_npm": 0.5034740277765302, | |
"all_grouped": { | |
"enem_challenge": 0.6857942617214835, | |
"bluex": 0.5632823365785814, | |
"oab_exams": 0.4574031890660592, | |
"assin2_rte": 0.8423722782343472, | |
"assin2_sts": 0.6990587499891736, | |
"faquad_nli": 0.656952196937169, | |
"hatebr_offensive": 0.8607179487179487, | |
"portuguese_hate_speech": 0.5781388470400568, | |
"tweetsentbr": 0.6949591611387934 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.6857942617214835, | |
"harness|bluex|bluex|None|3": 0.5632823365785814, | |
"harness|oab_exams|oab_exams|None|3": 0.4574031890660592, | |
"harness|assin2_rte|assin2_rte|None|15": 0.8423722782343472, | |
"harness|assin2_sts|assin2_sts|None|15": 0.6990587499891736, | |
"harness|faquad_nli|faquad_nli|None|15": 0.656952196937169, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8607179487179487, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5781388470400568, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.6949591611387934 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.6857942617214835, | |
"acc,exam_id__2023": 0.7333333333333333, | |
"acc,exam_id__2009": 0.6086956521739131, | |
"acc,exam_id__2010": 0.7435897435897436, | |
"acc,exam_id__2015": 0.6974789915966386, | |
"acc,exam_id__2017": 0.7155172413793104, | |
"acc,exam_id__2016_2": 0.7073170731707317, | |
"acc,exam_id__2022": 0.6390977443609023, | |
"acc,exam_id__2011": 0.7521367521367521, | |
"acc,exam_id__2012": 0.6120689655172413, | |
"acc,exam_id__2014": 0.6880733944954128, | |
"acc,exam_id__2013": 0.6759259259259259, | |
"acc,exam_id__2016": 0.6528925619834711, | |
"main_score": 0.6857942617214835 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.5632823365785814, | |
"acc,exam_id__UNICAMP_2022": 0.6923076923076923, | |
"acc,exam_id__USP_2024": 0.6097560975609756, | |
"acc,exam_id__USP_2022": 0.5102040816326531, | |
"acc,exam_id__USP_2020": 0.6071428571428571, | |
"acc,exam_id__UNICAMP_2019": 0.64, | |
"acc,exam_id__UNICAMP_2024": 0.6, | |
"acc,exam_id__USP_2021": 0.6153846153846154, | |
"acc,exam_id__USP_2023": 0.6818181818181818, | |
"acc,exam_id__USP_2019": 0.575, | |
"acc,exam_id__UNICAMP_2021_2": 0.49019607843137253, | |
"acc,exam_id__UNICAMP_2020": 0.5454545454545454, | |
"acc,exam_id__UNICAMP_2018": 0.42592592592592593, | |
"acc,exam_id__UNICAMP_2023": 0.7209302325581395, | |
"acc,exam_id__UNICAMP_2021_1": 0.5, | |
"acc,exam_id__USP_2018": 0.3333333333333333, | |
"main_score": 0.5632823365785814 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.4574031890660592, | |
"acc,exam_id__2017-23": 0.475, | |
"acc,exam_id__2017-24": 0.45, | |
"acc,exam_id__2011-04": 0.4, | |
"acc,exam_id__2014-14": 0.525, | |
"acc,exam_id__2012-09": 0.3246753246753247, | |
"acc,exam_id__2016-19": 0.5, | |
"acc,exam_id__2012-08": 0.4875, | |
"acc,exam_id__2012-06": 0.4625, | |
"acc,exam_id__2018-25": 0.5125, | |
"acc,exam_id__2013-11": 0.475, | |
"acc,exam_id__2013-12": 0.5, | |
"acc,exam_id__2014-13": 0.4, | |
"acc,exam_id__2015-17": 0.5384615384615384, | |
"acc,exam_id__2017-22": 0.5625, | |
"acc,exam_id__2011-03": 0.3333333333333333, | |
"acc,exam_id__2015-16": 0.5125, | |
"acc,exam_id__2016-20a": 0.3875, | |
"acc,exam_id__2011-05": 0.3875, | |
"acc,exam_id__2013-10": 0.5, | |
"acc,exam_id__2015-18": 0.425, | |
"acc,exam_id__2012-06a": 0.4875, | |
"acc,exam_id__2010-01": 0.32941176470588235, | |
"acc,exam_id__2016-20": 0.4125, | |
"acc,exam_id__2014-15": 0.5256410256410257, | |
"acc,exam_id__2010-02": 0.55, | |
"acc,exam_id__2016-21": 0.4, | |
"acc,exam_id__2012-07": 0.5, | |
"main_score": 0.4574031890660592 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.8423722782343472, | |
"acc,all": 0.8447712418300654, | |
"main_score": 0.8423722782343472 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.6990587499891736, | |
"mse,all": 0.851294934640523, | |
"main_score": 0.6990587499891736 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.656952196937169, | |
"acc,all": 0.8184615384615385, | |
"main_score": 0.656952196937169 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.8607179487179487, | |
"acc,all": 0.8614285714285714, | |
"main_score": 0.8607179487179487 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.5781388470400568, | |
"acc,all": 0.5793184488836662, | |
"main_score": 0.5781388470400568 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.6949591611387934, | |
"acc,all": 0.7189054726368159, | |
"main_score": 0.6949591611387934 | |
} | |
}, | |
"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 | |
} | |
} |