|
{ |
|
"config_general": { |
|
"start_date": "2024-04-04T20-42-51.153597", |
|
"start_time": 1712263373.8078272, |
|
"end_time": 1712271835.6506045, |
|
"total_evaluation_time_seconds": 8461.842777252197, |
|
"has_chat_template": true, |
|
"chat_type": "user_assistant", |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "4715e1667c2e92a72b64c09ca61bd63b6ef48b71", |
|
"model_dtype": "bfloat16", |
|
"model_memory_footprint": 17075361792, |
|
"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": 2560, |
|
"max_ctx_length": 2528, |
|
"max_gen_toks": 32, |
|
"model_name": "google/gemma-7b-it", |
|
"job_id": 385, |
|
"model_id": "google/gemma-7b-it_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": "2024-02-21T14:28:53Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.48023482554144326, |
|
"all_grouped_npm": 0.2340241828268151, |
|
"all_grouped": { |
|
"enem_challenge": 0.34079776067179846, |
|
"bluex": 0.29763560500695413, |
|
"oab_exams": 0.2683371298405467, |
|
"assin2_rte": 0.8062892945644999, |
|
"assin2_sts": 0.5296649587496869, |
|
"faquad_nli": 0.5617861675126903, |
|
"hatebr_offensive": 0.7656970716215885, |
|
"portuguese_hate_speech": 0.5391357206012378, |
|
"tweetsentbr": 0.2127697213039871 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.34079776067179846, |
|
"harness|bluex|bluex|None|3": 0.29763560500695413, |
|
"harness|oab_exams|oab_exams|None|3": 0.2683371298405467, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.8062892945644999, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.5296649587496869, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.5617861675126903, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7656970716215885, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5391357206012378, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.2127697213039871 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.34079776067179846, |
|
"acc,exam_id__2012": 0.31896551724137934, |
|
"acc,exam_id__2010": 0.3418803418803419, |
|
"acc,exam_id__2011": 0.37606837606837606, |
|
"acc,exam_id__2009": 0.3739130434782609, |
|
"acc,exam_id__2014": 0.3394495412844037, |
|
"acc,exam_id__2016": 0.3305785123966942, |
|
"acc,exam_id__2017": 0.28448275862068967, |
|
"acc,exam_id__2022": 0.3684210526315789, |
|
"acc,exam_id__2023": 0.4, |
|
"acc,exam_id__2016_2": 0.3252032520325203, |
|
"acc,exam_id__2015": 0.29411764705882354, |
|
"acc,exam_id__2013": 0.32407407407407407, |
|
"main_score": 0.34079776067179846 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.29763560500695413, |
|
"acc,exam_id__UNICAMP_2018": 0.25925925925925924, |
|
"acc,exam_id__USP_2018": 0.16666666666666666, |
|
"acc,exam_id__UNICAMP_2021_2": 0.2549019607843137, |
|
"acc,exam_id__USP_2019": 0.3, |
|
"acc,exam_id__USP_2022": 0.2653061224489796, |
|
"acc,exam_id__UNICAMP_2024": 0.4, |
|
"acc,exam_id__UNICAMP_2019": 0.28, |
|
"acc,exam_id__UNICAMP_2022": 0.3076923076923077, |
|
"acc,exam_id__USP_2021": 0.34615384615384615, |
|
"acc,exam_id__UNICAMP_2021_1": 0.34782608695652173, |
|
"acc,exam_id__USP_2020": 0.35714285714285715, |
|
"acc,exam_id__USP_2023": 0.4090909090909091, |
|
"acc,exam_id__UNICAMP_2023": 0.4186046511627907, |
|
"acc,exam_id__USP_2024": 0.17073170731707318, |
|
"acc,exam_id__UNICAMP_2020": 0.21818181818181817, |
|
"main_score": 0.29763560500695413 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.2683371298405467, |
|
"acc,exam_id__2011-04": 0.25, |
|
"acc,exam_id__2010-02": 0.27, |
|
"acc,exam_id__2015-16": 0.2375, |
|
"acc,exam_id__2016-20a": 0.3125, |
|
"acc,exam_id__2011-05": 0.225, |
|
"acc,exam_id__2012-07": 0.2125, |
|
"acc,exam_id__2014-13": 0.275, |
|
"acc,exam_id__2010-01": 0.24705882352941178, |
|
"acc,exam_id__2014-15": 0.24358974358974358, |
|
"acc,exam_id__2016-19": 0.2692307692307692, |
|
"acc,exam_id__2016-21": 0.3125, |
|
"acc,exam_id__2015-18": 0.3, |
|
"acc,exam_id__2011-03": 0.26262626262626265, |
|
"acc,exam_id__2014-14": 0.3125, |
|
"acc,exam_id__2016-20": 0.2875, |
|
"acc,exam_id__2013-12": 0.2, |
|
"acc,exam_id__2017-23": 0.2875, |
|
"acc,exam_id__2012-06a": 0.2375, |
|
"acc,exam_id__2015-17": 0.32051282051282054, |
|
"acc,exam_id__2012-06": 0.2875, |
|
"acc,exam_id__2012-08": 0.25, |
|
"acc,exam_id__2013-10": 0.25, |
|
"acc,exam_id__2018-25": 0.325, |
|
"acc,exam_id__2012-09": 0.24675324675324675, |
|
"acc,exam_id__2013-11": 0.2125, |
|
"acc,exam_id__2017-22": 0.325, |
|
"acc,exam_id__2017-24": 0.2875, |
|
"main_score": 0.2683371298405467 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.8062892945644999, |
|
"acc,all": 0.8088235294117647, |
|
"main_score": 0.8062892945644999 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.5296649587496869, |
|
"mse,all": 0.8277852107843137, |
|
"main_score": 0.5296649587496869 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.5617861675126903, |
|
"acc,all": 0.5815384615384616, |
|
"main_score": 0.5617861675126903 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.7656970716215885, |
|
"acc,all": 0.7657142857142857, |
|
"main_score": 0.7656970716215885 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.5391357206012378, |
|
"acc,all": 0.5393654524089306, |
|
"main_score": 0.5391357206012378 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.2127697213039871, |
|
"acc,all": 0.30696517412935326, |
|
"main_score": 0.2127697213039871 |
|
} |
|
}, |
|
"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": 1250.8278516445066, |
|
"min_seq_length": 1054, |
|
"max_seq_length": 2097, |
|
"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": 1408.4464534075105, |
|
"min_seq_length": 1115, |
|
"max_seq_length": 2028, |
|
"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": 1022.4004555808656, |
|
"min_seq_length": 826, |
|
"max_seq_length": 1357, |
|
"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": 1151.8839869281046, |
|
"min_seq_length": 1137, |
|
"max_seq_length": 1194, |
|
"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": 1345.8839869281046, |
|
"min_seq_length": 1331, |
|
"max_seq_length": 1388, |
|
"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": 1237.1338461538462, |
|
"min_seq_length": 1199, |
|
"max_seq_length": 1310, |
|
"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": 1129.505, |
|
"min_seq_length": 1114, |
|
"max_seq_length": 1318, |
|
"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": 1505.13866039953, |
|
"min_seq_length": 1477, |
|
"max_seq_length": 1536, |
|
"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": 1334.9791044776118, |
|
"min_seq_length": 1320, |
|
"max_seq_length": 1377, |
|
"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 |
|
} |
|
} |