|
{ |
|
"config_general": { |
|
"start_date": "2024-02-20T12-32-34.348662", |
|
"start_time": 1708432354.8971484, |
|
"end_time": 1708449863.1395595, |
|
"total_evaluation_time_seconds": 17508.242411136627, |
|
"has_chat_template": true, |
|
"chat_type": "system_user_assistant", |
|
"n_gpus": 2, |
|
"accelerate_num_process": null, |
|
"model_sha": "96a2df029f0045547ee55cfc8b925b2cac4353e5", |
|
"model_dtype": "bfloat16", |
|
"model_memory_footprint": 145918038016, |
|
"model_num_parameters": 72287920128, |
|
"model_is_loaded_in_4bit": null, |
|
"model_is_loaded_in_8bit": null, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:0", |
|
"batch_size": 1, |
|
"max_length": 2048, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"model_name": "Qwen/Qwen1.5-72B-Chat", |
|
"job_id": 253, |
|
"model_id": "Qwen/Qwen1.5-72B-Chat_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": "Qwen2ForCausalLM", |
|
"submitted_time": "2024-02-18T11:55:28Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.7431618289326288, |
|
"all_grouped_npm": 0.6130103855969451, |
|
"all_grouped": { |
|
"enem_challenge": 0.7704688593421973, |
|
"bluex": 0.6759388038942976, |
|
"oab_exams": 0.5530751708428246, |
|
"assin2_rte": 0.927959115835123, |
|
"assin2_sts": 0.7820328772395573, |
|
"faquad_nli": 0.7948250481593255, |
|
"hatebr_offensive": 0.8684077335762729, |
|
"portuguese_hate_speech": 0.6259477237077324, |
|
"tweetsentbr": 0.6898011277963295 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.7704688593421973, |
|
"harness|bluex|bluex|None|3": 0.6759388038942976, |
|
"harness|oab_exams|oab_exams|None|3": 0.5530751708428246, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.927959115835123, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.7820328772395573, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.7948250481593255, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.8684077335762729, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6259477237077324, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.6898011277963295 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.7704688593421973, |
|
"acc,exam_id__2013": 0.7592592592592593, |
|
"acc,exam_id__2015": 0.7647058823529411, |
|
"acc,exam_id__2016_2": 0.7723577235772358, |
|
"acc,exam_id__2011": 0.8547008547008547, |
|
"acc,exam_id__2009": 0.7478260869565218, |
|
"acc,exam_id__2016": 0.71900826446281, |
|
"acc,exam_id__2022": 0.6616541353383458, |
|
"acc,exam_id__2014": 0.8073394495412844, |
|
"acc,exam_id__2010": 0.7863247863247863, |
|
"acc,exam_id__2023": 0.8074074074074075, |
|
"acc,exam_id__2012": 0.8103448275862069, |
|
"acc,exam_id__2017": 0.7672413793103449, |
|
"main_score": 0.7704688593421973 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.6759388038942976, |
|
"acc,exam_id__USP_2020": 0.6607142857142857, |
|
"acc,exam_id__USP_2018": 0.6111111111111112, |
|
"acc,exam_id__USP_2022": 0.7755102040816326, |
|
"acc,exam_id__USP_2021": 0.6923076923076923, |
|
"acc,exam_id__USP_2024": 0.8292682926829268, |
|
"acc,exam_id__UNICAMP_2022": 0.6666666666666666, |
|
"acc,exam_id__UNICAMP_2024": 0.5555555555555556, |
|
"acc,exam_id__USP_2019": 0.6, |
|
"acc,exam_id__UNICAMP_2019": 0.68, |
|
"acc,exam_id__UNICAMP_2020": 0.6909090909090909, |
|
"acc,exam_id__UNICAMP_2021_1": 0.6304347826086957, |
|
"acc,exam_id__UNICAMP_2023": 0.6744186046511628, |
|
"acc,exam_id__UNICAMP_2021_2": 0.5686274509803921, |
|
"acc,exam_id__UNICAMP_2018": 0.7222222222222222, |
|
"acc,exam_id__USP_2023": 0.7954545454545454, |
|
"main_score": 0.6759388038942976 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.5530751708428246, |
|
"acc,exam_id__2015-17": 0.6282051282051282, |
|
"acc,exam_id__2015-18": 0.575, |
|
"acc,exam_id__2017-23": 0.5, |
|
"acc,exam_id__2013-11": 0.5125, |
|
"acc,exam_id__2014-14": 0.6375, |
|
"acc,exam_id__2017-22": 0.525, |
|
"acc,exam_id__2018-25": 0.5625, |
|
"acc,exam_id__2014-13": 0.55, |
|
"acc,exam_id__2014-15": 0.6666666666666666, |
|
"acc,exam_id__2016-19": 0.5641025641025641, |
|
"acc,exam_id__2011-05": 0.6125, |
|
"acc,exam_id__2015-16": 0.5125, |
|
"acc,exam_id__2013-12": 0.625, |
|
"acc,exam_id__2012-06": 0.6125, |
|
"acc,exam_id__2013-10": 0.6125, |
|
"acc,exam_id__2016-20a": 0.475, |
|
"acc,exam_id__2012-09": 0.4935064935064935, |
|
"acc,exam_id__2011-03": 0.5050505050505051, |
|
"acc,exam_id__2012-06a": 0.6, |
|
"acc,exam_id__2010-01": 0.47058823529411764, |
|
"acc,exam_id__2017-24": 0.5375, |
|
"acc,exam_id__2010-02": 0.55, |
|
"acc,exam_id__2012-08": 0.5625, |
|
"acc,exam_id__2016-21": 0.45, |
|
"acc,exam_id__2016-20": 0.525, |
|
"acc,exam_id__2011-04": 0.5125, |
|
"acc,exam_id__2012-07": 0.575, |
|
"main_score": 0.5530751708428246 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.927959115835123, |
|
"acc,all": 0.9281045751633987, |
|
"main_score": 0.927959115835123 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.7820328772395573, |
|
"mse,all": 0.5447017973856209, |
|
"main_score": 0.7820328772395573 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.7948250481593255, |
|
"acc,all": 0.8353846153846154, |
|
"main_score": 0.7948250481593255 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.8684077335762729, |
|
"acc,all": 0.87, |
|
"main_score": 0.8684077335762729 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.6259477237077324, |
|
"acc,all": 0.6321974148061105, |
|
"main_score": 0.6259477237077324 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.6898011277963295, |
|
"acc,all": 0.7368159203980099, |
|
"main_score": 0.6898011277963295 |
|
} |
|
}, |
|
"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": 2, |
|
"non_truncated": 1427, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 3, |
|
"mean_seq_length": 1415.7809657102869, |
|
"min_seq_length": 1185, |
|
"max_seq_length": 2376, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.9979006298110566 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 4, |
|
"non_truncated": 715, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 5, |
|
"mean_seq_length": 1495.2378303198886, |
|
"min_seq_length": 1175, |
|
"max_seq_length": 2146, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.9930458970792766 |
|
}, |
|
"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": 1203.888382687927, |
|
"min_seq_length": 974, |
|
"max_seq_length": 1617, |
|
"max_ctx_length": 2016, |
|
"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": 1307.2818627450981, |
|
"min_seq_length": 1288, |
|
"max_seq_length": 1369, |
|
"max_ctx_length": 2016, |
|
"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": 1498.2818627450981, |
|
"min_seq_length": 1479, |
|
"max_seq_length": 1560, |
|
"max_ctx_length": 2016, |
|
"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": 1438.6876923076923, |
|
"min_seq_length": 1394, |
|
"max_seq_length": 1534, |
|
"max_ctx_length": 2016, |
|
"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": 1245.6992857142857, |
|
"min_seq_length": 1227, |
|
"max_seq_length": 1466, |
|
"max_ctx_length": 2016, |
|
"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": 1688.62044653349, |
|
"min_seq_length": 1658, |
|
"max_seq_length": 1722, |
|
"max_ctx_length": 2016, |
|
"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": 1539.0567164179104, |
|
"min_seq_length": 1521, |
|
"max_seq_length": 1587, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 6, |
|
"non_truncated": 14144, |
|
"padded": 0, |
|
"non_padded": 14150, |
|
"fewshots_truncated": 8 |
|
} |
|
} |