llm_pt_leaderboard_raw_results
/
eduagarcia
/gemma-7b-it_no_chat_template
/results_2024-02-23T22-19-59.816101.json
{ | |
"config_general": { | |
"start_date": "2024-02-23T22-19-59.816101", | |
"start_time": 1708726800.9076824, | |
"end_time": 1708729805.4717546, | |
"total_evaluation_time_seconds": 3004.5640721321106, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "c118185bcd59d54c263108c24ddeadd70f577435", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 17612232704, | |
"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": 4, | |
"max_length": 4096, | |
"max_ctx_length": 4064, | |
"max_gen_toks": 32, | |
"model_name": "eduagarcia/gemma-7b-it_no_chat_template", | |
"job_id": 253, | |
"model_id": "eduagarcia/gemma-7b-it_no_chat_template_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": "GemmaForCausalLM", | |
"submitted_time": "2024-02-23T21:59:24Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.5516779270390081, | |
"all_grouped_npm": 0.32000456969789404, | |
"all_grouped": { | |
"enem_challenge": 0.470258922323303, | |
"bluex": 0.36022253129346316, | |
"oab_exams": 0.35170842824601367, | |
"assin2_rte": 0.8471090065645221, | |
"assin2_sts": 0.6824898498454515, | |
"faquad_nli": 0.38090214105688, | |
"hatebr_offensive": 0.8272202378666258, | |
"portuguese_hate_speech": 0.4432352615659635, | |
"tweetsentbr": 0.601954964588851 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.470258922323303, | |
"harness|bluex|bluex|None|3": 0.36022253129346316, | |
"harness|oab_exams|oab_exams|None|3": 0.35170842824601367, | |
"harness|assin2_rte|assin2_rte|None|15": 0.8471090065645221, | |
"harness|assin2_sts|assin2_sts|None|15": 0.6824898498454515, | |
"harness|faquad_nli|faquad_nli|None|15": 0.38090214105688, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8272202378666258, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.4432352615659635, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.601954964588851 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.470258922323303, | |
"acc,exam_id__2023": 0.5407407407407407, | |
"acc,exam_id__2009": 0.45217391304347826, | |
"acc,exam_id__2013": 0.4166666666666667, | |
"acc,exam_id__2012": 0.4482758620689655, | |
"acc,exam_id__2016": 0.4628099173553719, | |
"acc,exam_id__2017": 0.4224137931034483, | |
"acc,exam_id__2014": 0.44954128440366975, | |
"acc,exam_id__2011": 0.5384615384615384, | |
"acc,exam_id__2010": 0.48717948717948717, | |
"acc,exam_id__2015": 0.40336134453781514, | |
"acc,exam_id__2016_2": 0.4796747967479675, | |
"acc,exam_id__2022": 0.518796992481203, | |
"main_score": 0.470258922323303 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.36022253129346316, | |
"acc,exam_id__UNICAMP_2019": 0.32, | |
"acc,exam_id__USP_2022": 0.3673469387755102, | |
"acc,exam_id__USP_2019": 0.25, | |
"acc,exam_id__USP_2023": 0.36363636363636365, | |
"acc,exam_id__USP_2024": 0.43902439024390244, | |
"acc,exam_id__UNICAMP_2022": 0.46153846153846156, | |
"acc,exam_id__UNICAMP_2023": 0.46511627906976744, | |
"acc,exam_id__USP_2020": 0.42857142857142855, | |
"acc,exam_id__USP_2018": 0.25925925925925924, | |
"acc,exam_id__USP_2021": 0.38461538461538464, | |
"acc,exam_id__UNICAMP_2018": 0.24074074074074073, | |
"acc,exam_id__UNICAMP_2024": 0.4444444444444444, | |
"acc,exam_id__UNICAMP_2021_2": 0.29411764705882354, | |
"acc,exam_id__UNICAMP_2021_1": 0.34782608695652173, | |
"acc,exam_id__UNICAMP_2020": 0.38181818181818183, | |
"main_score": 0.36022253129346316 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.35170842824601367, | |
"acc,exam_id__2016-20a": 0.35, | |
"acc,exam_id__2011-03": 0.3434343434343434, | |
"acc,exam_id__2012-07": 0.375, | |
"acc,exam_id__2015-17": 0.38461538461538464, | |
"acc,exam_id__2014-13": 0.3375, | |
"acc,exam_id__2012-08": 0.3375, | |
"acc,exam_id__2013-10": 0.375, | |
"acc,exam_id__2014-15": 0.41025641025641024, | |
"acc,exam_id__2016-20": 0.3375, | |
"acc,exam_id__2017-24": 0.2375, | |
"acc,exam_id__2016-19": 0.4230769230769231, | |
"acc,exam_id__2010-02": 0.35, | |
"acc,exam_id__2017-22": 0.4375, | |
"acc,exam_id__2012-06a": 0.425, | |
"acc,exam_id__2018-25": 0.35, | |
"acc,exam_id__2014-14": 0.35, | |
"acc,exam_id__2010-01": 0.3176470588235294, | |
"acc,exam_id__2015-16": 0.3, | |
"acc,exam_id__2011-05": 0.2875, | |
"acc,exam_id__2013-11": 0.35, | |
"acc,exam_id__2013-12": 0.35, | |
"acc,exam_id__2012-09": 0.3246753246753247, | |
"acc,exam_id__2012-06": 0.375, | |
"acc,exam_id__2017-23": 0.3375, | |
"acc,exam_id__2011-04": 0.375, | |
"acc,exam_id__2016-21": 0.325, | |
"acc,exam_id__2015-18": 0.3375, | |
"main_score": 0.35170842824601367 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.8471090065645221, | |
"acc,all": 0.8476307189542484, | |
"main_score": 0.8471090065645221 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.6824898498454515, | |
"mse,all": 0.5544934640522875, | |
"main_score": 0.6824898498454515 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.38090214105688, | |
"acc,all": 0.5676923076923077, | |
"main_score": 0.38090214105688 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.8272202378666258, | |
"acc,all": 0.8278571428571428, | |
"main_score": 0.8272202378666258 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.4432352615659635, | |
"acc,all": 0.4512338425381904, | |
"main_score": 0.4432352615659635 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.601954964588851, | |
"acc,all": 0.6248756218905472, | |
"main_score": 0.601954964588851 | |
} | |
}, | |
"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": 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": 1373.4464534075105, | |
"min_seq_length": 1080, | |
"max_seq_length": 1993, | |
"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": 987.4004555808656, | |
"min_seq_length": 791, | |
"max_seq_length": 1322, | |
"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": 1008.8839869281046, | |
"min_seq_length": 994, | |
"max_seq_length": 1051, | |
"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": 1217.8839869281046, | |
"min_seq_length": 1203, | |
"max_seq_length": 1260, | |
"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": 1094.1338461538462, | |
"min_seq_length": 1056, | |
"max_seq_length": 1167, | |
"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": 896.505, | |
"min_seq_length": 881, | |
"max_seq_length": 1085, | |
"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": 1272.13866039953, | |
"min_seq_length": 1244, | |
"max_seq_length": 1303, | |
"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": 1101.9791044776118, | |
"min_seq_length": 1087, | |
"max_seq_length": 1144, | |
"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 | |
} | |
} |