llm_pt_leaderboard_raw_results
/
deepseek-ai
/deepseek-llm-7b-base
/results_2024-04-03T04-04-12.490520.json
{ | |
"config_general": { | |
"start_date": "2024-04-03T04-04-12.490520", | |
"start_time": 1712117066.7103221, | |
"end_time": 1712123703.9177122, | |
"total_evaluation_time_seconds": 6637.207390069962, | |
"has_chat_template": false, | |
"chat_type": null, | |
"n_gpus": 1, | |
"accelerate_num_process": null, | |
"model_sha": "7683fea62db869066ddaff6a41d032262c490d4f", | |
"model_dtype": "bfloat16", | |
"model_memory_footprint": 13900430848, | |
"model_num_parameters": 6910365696, | |
"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": 2560, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"model_name": "deepseek-ai/deepseek-llm-7b-base", | |
"job_id": 359, | |
"model_id": "deepseek-ai/deepseek-llm-7b-base_eval_request_False_bfloat16_Original", | |
"model_base_model": "", | |
"model_weight_type": "Original", | |
"model_revision": "main", | |
"model_private": false, | |
"model_type": "🟢 : pretrained", | |
"model_architectures": "LlamaForCausalLM", | |
"submitted_time": "2024-02-05T23:08:46Z", | |
"lm_eval_model_type": "huggingface", | |
"eval_version": "1.1.0" | |
}, | |
"results": { | |
"all_grouped_average": 0.4370865513717266, | |
"all_grouped_npm": 0.1437023037534111, | |
"all_grouped": { | |
"enem_challenge": 0.4177746675997201, | |
"bluex": 0.38386648122392214, | |
"oab_exams": 0.35671981776765377, | |
"assin2_rte": 0.4641752126120648, | |
"assin2_sts": 0.23484125545266332, | |
"faquad_nli": 0.4396551724137931, | |
"hatebr_offensive": 0.5198841409416219, | |
"portuguese_hate_speech": 0.5712846347607053, | |
"tweetsentbr": 0.5455775795733948 | |
}, | |
"all": { | |
"harness|enem_challenge|enem_challenge|None|3": 0.4177746675997201, | |
"harness|bluex|bluex|None|3": 0.38386648122392214, | |
"harness|oab_exams|oab_exams|None|3": 0.35671981776765377, | |
"harness|assin2_rte|assin2_rte|None|15": 0.4641752126120648, | |
"harness|assin2_sts|assin2_sts|None|15": 0.23484125545266332, | |
"harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.5198841409416219, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5712846347607053, | |
"harness|tweetsentbr|tweetsentbr|None|25": 0.5455775795733948 | |
}, | |
"harness|enem_challenge|enem_challenge|None|3": { | |
"acc,all": 0.4177746675997201, | |
"acc,exam_id__2013": 0.3888888888888889, | |
"acc,exam_id__2012": 0.47413793103448276, | |
"acc,exam_id__2015": 0.40336134453781514, | |
"acc,exam_id__2016": 0.4380165289256198, | |
"acc,exam_id__2009": 0.391304347826087, | |
"acc,exam_id__2023": 0.4444444444444444, | |
"acc,exam_id__2016_2": 0.3902439024390244, | |
"acc,exam_id__2010": 0.37606837606837606, | |
"acc,exam_id__2014": 0.42201834862385323, | |
"acc,exam_id__2022": 0.42857142857142855, | |
"acc,exam_id__2011": 0.38461538461538464, | |
"acc,exam_id__2017": 0.46551724137931033, | |
"main_score": 0.4177746675997201 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"acc,all": 0.38386648122392214, | |
"acc,exam_id__USP_2021": 0.3076923076923077, | |
"acc,exam_id__USP_2018": 0.35185185185185186, | |
"acc,exam_id__UNICAMP_2023": 0.4186046511627907, | |
"acc,exam_id__USP_2024": 0.3170731707317073, | |
"acc,exam_id__USP_2022": 0.3469387755102041, | |
"acc,exam_id__UNICAMP_2019": 0.36, | |
"acc,exam_id__USP_2020": 0.32142857142857145, | |
"acc,exam_id__UNICAMP_2021_1": 0.3695652173913043, | |
"acc,exam_id__USP_2019": 0.3, | |
"acc,exam_id__UNICAMP_2022": 0.48717948717948717, | |
"acc,exam_id__UNICAMP_2024": 0.5777777777777777, | |
"acc,exam_id__UNICAMP_2021_2": 0.47058823529411764, | |
"acc,exam_id__UNICAMP_2018": 0.3148148148148148, | |
"acc,exam_id__USP_2023": 0.4318181818181818, | |
"acc,exam_id__UNICAMP_2020": 0.41818181818181815, | |
"main_score": 0.38386648122392214 | |
}, | |
"harness|oab_exams|oab_exams|None|3": { | |
"acc,all": 0.35671981776765377, | |
"acc,exam_id__2011-03": 0.23232323232323232, | |
"acc,exam_id__2011-04": 0.3375, | |
"acc,exam_id__2011-05": 0.4, | |
"acc,exam_id__2016-19": 0.38461538461538464, | |
"acc,exam_id__2017-23": 0.375, | |
"acc,exam_id__2018-25": 0.3375, | |
"acc,exam_id__2012-09": 0.3246753246753247, | |
"acc,exam_id__2017-24": 0.3, | |
"acc,exam_id__2014-14": 0.35, | |
"acc,exam_id__2015-17": 0.34615384615384615, | |
"acc,exam_id__2012-07": 0.2875, | |
"acc,exam_id__2016-20": 0.4, | |
"acc,exam_id__2013-11": 0.4125, | |
"acc,exam_id__2016-21": 0.35, | |
"acc,exam_id__2012-06a": 0.3125, | |
"acc,exam_id__2015-18": 0.375, | |
"acc,exam_id__2012-08": 0.3375, | |
"acc,exam_id__2013-12": 0.275, | |
"acc,exam_id__2012-06": 0.375, | |
"acc,exam_id__2015-16": 0.4, | |
"acc,exam_id__2013-10": 0.3875, | |
"acc,exam_id__2014-13": 0.3375, | |
"acc,exam_id__2010-02": 0.38, | |
"acc,exam_id__2014-15": 0.48717948717948717, | |
"acc,exam_id__2016-20a": 0.3375, | |
"acc,exam_id__2010-01": 0.35294117647058826, | |
"acc,exam_id__2017-22": 0.4625, | |
"main_score": 0.35671981776765377 | |
}, | |
"harness|assin2_rte|assin2_rte|None|15": { | |
"f1_macro,all": 0.4641752126120648, | |
"acc,all": 0.5633169934640523, | |
"main_score": 0.4641752126120648 | |
}, | |
"harness|assin2_sts|assin2_sts|None|15": { | |
"pearson,all": 0.23484125545266332, | |
"mse,all": 1.9614869281045757, | |
"main_score": 0.23484125545266332 | |
}, | |
"harness|faquad_nli|faquad_nli|None|15": { | |
"f1_macro,all": 0.4396551724137931, | |
"acc,all": 0.7846153846153846, | |
"main_score": 0.4396551724137931 | |
}, | |
"harness|hatebr_offensive|hatebr_offensive|None|25": { | |
"f1_macro,all": 0.5198841409416219, | |
"acc,all": 0.5964285714285714, | |
"main_score": 0.5198841409416219 | |
}, | |
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { | |
"f1_macro,all": 0.5712846347607053, | |
"acc,all": 0.6933019976498237, | |
"main_score": 0.5712846347607053 | |
}, | |
"harness|tweetsentbr|tweetsentbr|None|25": { | |
"f1_macro,all": 0.5455775795733948, | |
"acc,all": 0.6114427860696517, | |
"main_score": 0.5455775795733948 | |
} | |
}, | |
"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": 1, | |
"non_truncated": 1428, | |
"padded": 0, | |
"non_padded": 1429, | |
"fewshots_truncated": 1, | |
"mean_seq_length": 1629.0531840447866, | |
"min_seq_length": 1367, | |
"max_seq_length": 2612, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 3.0, | |
"mean_effective_fewshot_size": 2.9993002099370187 | |
}, | |
"harness|bluex|bluex|None|3": { | |
"sample_size": 719, | |
"truncated": 0, | |
"non_truncated": 719, | |
"padded": 0, | |
"non_padded": 719, | |
"fewshots_truncated": 0, | |
"mean_seq_length": 1694.923504867872, | |
"min_seq_length": 1324, | |
"max_seq_length": 2502, | |
"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": 1397.713895216401, | |
"min_seq_length": 1124, | |
"max_seq_length": 1899, | |
"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": 1426.6025326797385, | |
"min_seq_length": 1403, | |
"max_seq_length": 1497, | |
"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": 1656.6025326797385, | |
"min_seq_length": 1633, | |
"max_seq_length": 1727, | |
"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": 1562.9830769230769, | |
"min_seq_length": 1508, | |
"max_seq_length": 1681, | |
"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": 1192.4585714285715, | |
"min_seq_length": 1169, | |
"max_seq_length": 1457, | |
"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": 1712.9071680376028, | |
"min_seq_length": 1679, | |
"max_seq_length": 1748, | |
"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": 1395.913432835821, | |
"min_seq_length": 1376, | |
"max_seq_length": 1448, | |
"max_ctx_length": 2528, | |
"max_gen_toks": 32, | |
"mean_original_fewshots_size": 25.0, | |
"mean_effective_fewshot_size": 25.0 | |
} | |
}, | |
"summary_general": { | |
"truncated": 1, | |
"non_truncated": 14149, | |
"padded": 0, | |
"non_padded": 14150, | |
"fewshots_truncated": 1 | |
} | |
} |