|
{ |
|
"config_general": { |
|
"start_date": "2024-08-11T21-22-31.062573", |
|
"start_time": 1723411351.719938, |
|
"end_time": 1723414800.548859, |
|
"total_evaluation_time_seconds": 3448.828920841217, |
|
"has_chat_template": true, |
|
"chat_type": "system_user_assistant", |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "74f3b3c06de36b261af9ef857279d6e33f893336", |
|
"model_dtype": "bfloat16", |
|
"model_memory_footprint": 15574319104, |
|
"model_num_parameters": 7250284544, |
|
"model_is_loaded_in_4bit": null, |
|
"model_is_loaded_in_8bit": null, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:0", |
|
"batch_size": 16, |
|
"max_length": 2560, |
|
"max_ctx_length": 2528, |
|
"max_gen_toks": 32, |
|
"model_name": "NTQAI/Nxcode-CQ-7B-orpo", |
|
"job_id": 1005, |
|
"model_id": "NTQAI/Nxcode-CQ-7B-orpo_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": "Qwen2ForCausalLM", |
|
"submitted_time": "2024-08-10T17:44:21Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.5483747868061271, |
|
"all_grouped_npm": 0.32750977387976854, |
|
"all_grouped": { |
|
"enem_challenge": 0.3296011196641008, |
|
"bluex": 0.29624478442280944, |
|
"oab_exams": 0.3070615034168565, |
|
"assin2_rte": 0.8668091431605842, |
|
"assin2_sts": 0.6966418242642785, |
|
"faquad_nli": 0.4471267110923455, |
|
"hatebr_offensive": 0.7517084027692342, |
|
"portuguese_hate_speech": 0.6079098347568643, |
|
"tweetsentbr": 0.6322697577080695 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.3296011196641008, |
|
"harness|bluex|bluex|None|3": 0.29624478442280944, |
|
"harness|oab_exams|oab_exams|None|3": 0.3070615034168565, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.8668091431605842, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.6966418242642785, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.4471267110923455, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7517084027692342, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6079098347568643, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.6322697577080695 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.3296011196641008, |
|
"acc,exam_id__2009": 0.2608695652173913, |
|
"acc,exam_id__2023": 0.4962962962962963, |
|
"acc,exam_id__2017": 0.27586206896551724, |
|
"acc,exam_id__2015": 0.2857142857142857, |
|
"acc,exam_id__2010": 0.3076923076923077, |
|
"acc,exam_id__2012": 0.3017241379310345, |
|
"acc,exam_id__2016": 0.2644628099173554, |
|
"acc,exam_id__2013": 0.32407407407407407, |
|
"acc,exam_id__2014": 0.3486238532110092, |
|
"acc,exam_id__2022": 0.3383458646616541, |
|
"acc,exam_id__2016_2": 0.35772357723577236, |
|
"acc,exam_id__2011": 0.36752136752136755, |
|
"main_score": 0.3296011196641008 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.29624478442280944, |
|
"acc,exam_id__UNICAMP_2020": 0.36363636363636365, |
|
"acc,exam_id__UNICAMP_2022": 0.38461538461538464, |
|
"acc,exam_id__UNICAMP_2021_1": 0.32608695652173914, |
|
"acc,exam_id__USP_2023": 0.36363636363636365, |
|
"acc,exam_id__USP_2018": 0.2962962962962963, |
|
"acc,exam_id__UNICAMP_2023": 0.3023255813953488, |
|
"acc,exam_id__UNICAMP_2024": 0.4, |
|
"acc,exam_id__USP_2021": 0.21153846153846154, |
|
"acc,exam_id__USP_2020": 0.2857142857142857, |
|
"acc,exam_id__UNICAMP_2019": 0.3, |
|
"acc,exam_id__UNICAMP_2018": 0.14814814814814814, |
|
"acc,exam_id__USP_2024": 0.2682926829268293, |
|
"acc,exam_id__UNICAMP_2021_2": 0.3137254901960784, |
|
"acc,exam_id__USP_2022": 0.24489795918367346, |
|
"acc,exam_id__USP_2019": 0.275, |
|
"main_score": 0.29624478442280944 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.3070615034168565, |
|
"acc,exam_id__2014-14": 0.275, |
|
"acc,exam_id__2015-16": 0.3, |
|
"acc,exam_id__2013-11": 0.4375, |
|
"acc,exam_id__2015-17": 0.24358974358974358, |
|
"acc,exam_id__2016-19": 0.41025641025641024, |
|
"acc,exam_id__2012-09": 0.24675324675324675, |
|
"acc,exam_id__2012-06": 0.3125, |
|
"acc,exam_id__2018-25": 0.2625, |
|
"acc,exam_id__2015-18": 0.25, |
|
"acc,exam_id__2014-13": 0.2625, |
|
"acc,exam_id__2012-06a": 0.3625, |
|
"acc,exam_id__2017-24": 0.3625, |
|
"acc,exam_id__2016-21": 0.375, |
|
"acc,exam_id__2013-12": 0.3375, |
|
"acc,exam_id__2011-04": 0.2875, |
|
"acc,exam_id__2016-20a": 0.225, |
|
"acc,exam_id__2011-03": 0.2222222222222222, |
|
"acc,exam_id__2012-07": 0.25, |
|
"acc,exam_id__2014-15": 0.2692307692307692, |
|
"acc,exam_id__2013-10": 0.2125, |
|
"acc,exam_id__2017-23": 0.2625, |
|
"acc,exam_id__2017-22": 0.4125, |
|
"acc,exam_id__2012-08": 0.3875, |
|
"acc,exam_id__2011-05": 0.35, |
|
"acc,exam_id__2010-02": 0.36, |
|
"acc,exam_id__2010-01": 0.3058823529411765, |
|
"acc,exam_id__2016-20": 0.3125, |
|
"main_score": 0.3070615034168565 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.8668091431605842, |
|
"acc,all": 0.8672385620915033, |
|
"main_score": 0.8668091431605842 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.6966418242642785, |
|
"mse,all": 0.6776184640522878, |
|
"main_score": 0.6966418242642785 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.4471267110923455, |
|
"acc,all": 0.7861538461538462, |
|
"main_score": 0.4471267110923455 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.7517084027692342, |
|
"acc,all": 0.7621428571428571, |
|
"main_score": 0.7517084027692342 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.6079098347568643, |
|
"acc,all": 0.6439482961222092, |
|
"main_score": 0.6079098347568643 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.6322697577080695, |
|
"acc,all": 0.6671641791044776, |
|
"main_score": 0.6322697577080695 |
|
} |
|
}, |
|
"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": 1553.334499650105, |
|
"min_seq_length": 1311, |
|
"max_seq_length": 2533, |
|
"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": 1676.6467315716272, |
|
"min_seq_length": 1318, |
|
"max_seq_length": 2432, |
|
"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": 1305.8369020501138, |
|
"min_seq_length": 1061, |
|
"max_seq_length": 1744, |
|
"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": 1414.7238562091504, |
|
"min_seq_length": 1391, |
|
"max_seq_length": 1480, |
|
"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": 1671.7238562091504, |
|
"min_seq_length": 1648, |
|
"max_seq_length": 1737, |
|
"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": 1639.2876923076924, |
|
"min_seq_length": 1587, |
|
"max_seq_length": 1745, |
|
"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": 1468.2535714285714, |
|
"min_seq_length": 1448, |
|
"max_seq_length": 1701, |
|
"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": 1972.129259694477, |
|
"min_seq_length": 1938, |
|
"max_seq_length": 2008, |
|
"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": 1752.3199004975124, |
|
"min_seq_length": 1733, |
|
"max_seq_length": 1804, |
|
"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 |
|
} |
|
} |