|
{ |
|
"config_general": { |
|
"start_date": "2024-02-28T05-28-55.109832", |
|
"start_time": 1709098137.2777982, |
|
"end_time": 1709108043.6465604, |
|
"total_evaluation_time_seconds": 9906.368762254715, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "24e8c03148ffd1f3e469744dfc24ad2ad82848f8", |
|
"model_dtype": "bfloat16", |
|
"model_memory_footprint": 26065313792, |
|
"model_num_parameters": 13015874560, |
|
"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": 2048, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"model_name": "NousResearch/Nous-Hermes-13b", |
|
"job_id": 271, |
|
"model_id": "NousResearch/Nous-Hermes-13b_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": "LlamaForCausalLM", |
|
"submitted_time": "2024-02-27T00:38:36Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.5570174936492952, |
|
"all_grouped_npm": 0.3440715321174036, |
|
"all_grouped": { |
|
"enem_challenge": 0.46186144156752973, |
|
"bluex": 0.36300417246175243, |
|
"oab_exams": 0.34350797266514804, |
|
"assin2_rte": 0.6630418610067084, |
|
"assin2_sts": 0.5166061482295778, |
|
"faquad_nli": 0.6245167597351622, |
|
"hatebr_offensive": 0.7448674633758359, |
|
"portuguese_hate_speech": 0.7040514693096853, |
|
"tweetsentbr": 0.591700154492257 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.46186144156752973, |
|
"harness|bluex|bluex|None|3": 0.36300417246175243, |
|
"harness|oab_exams|oab_exams|None|3": 0.34350797266514804, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.6630418610067084, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.5166061482295778, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.6245167597351622, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.7448674633758359, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.7040514693096853, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.591700154492257 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.46186144156752973, |
|
"acc,exam_id__2016_2": 0.44715447154471544, |
|
"acc,exam_id__2023": 0.5259259259259259, |
|
"acc,exam_id__2014": 0.5045871559633027, |
|
"acc,exam_id__2017": 0.3620689655172414, |
|
"acc,exam_id__2009": 0.46956521739130436, |
|
"acc,exam_id__2015": 0.44537815126050423, |
|
"acc,exam_id__2016": 0.4462809917355372, |
|
"acc,exam_id__2022": 0.47368421052631576, |
|
"acc,exam_id__2012": 0.5, |
|
"acc,exam_id__2013": 0.4722222222222222, |
|
"acc,exam_id__2011": 0.4188034188034188, |
|
"acc,exam_id__2010": 0.4700854700854701, |
|
"main_score": 0.46186144156752973 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.36300417246175243, |
|
"acc,exam_id__USP_2023": 0.3181818181818182, |
|
"acc,exam_id__UNICAMP_2023": 0.3953488372093023, |
|
"acc,exam_id__UNICAMP_2024": 0.5111111111111111, |
|
"acc,exam_id__USP_2021": 0.34615384615384615, |
|
"acc,exam_id__UNICAMP_2021_2": 0.5294117647058824, |
|
"acc,exam_id__UNICAMP_2019": 0.34, |
|
"acc,exam_id__UNICAMP_2022": 0.3333333333333333, |
|
"acc,exam_id__UNICAMP_2018": 0.2777777777777778, |
|
"acc,exam_id__UNICAMP_2020": 0.4, |
|
"acc,exam_id__USP_2020": 0.4107142857142857, |
|
"acc,exam_id__USP_2018": 0.3333333333333333, |
|
"acc,exam_id__USP_2019": 0.325, |
|
"acc,exam_id__UNICAMP_2021_1": 0.30434782608695654, |
|
"acc,exam_id__USP_2024": 0.34146341463414637, |
|
"acc,exam_id__USP_2022": 0.2653061224489796, |
|
"main_score": 0.36300417246175243 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.34350797266514804, |
|
"acc,exam_id__2012-08": 0.3125, |
|
"acc,exam_id__2015-17": 0.41025641025641024, |
|
"acc,exam_id__2012-09": 0.2857142857142857, |
|
"acc,exam_id__2013-11": 0.3875, |
|
"acc,exam_id__2014-13": 0.275, |
|
"acc,exam_id__2012-06": 0.325, |
|
"acc,exam_id__2017-24": 0.325, |
|
"acc,exam_id__2010-01": 0.21176470588235294, |
|
"acc,exam_id__2016-20a": 0.325, |
|
"acc,exam_id__2012-06a": 0.35, |
|
"acc,exam_id__2017-23": 0.3625, |
|
"acc,exam_id__2014-14": 0.2875, |
|
"acc,exam_id__2018-25": 0.4375, |
|
"acc,exam_id__2013-10": 0.3125, |
|
"acc,exam_id__2011-05": 0.3, |
|
"acc,exam_id__2017-22": 0.375, |
|
"acc,exam_id__2011-03": 0.31313131313131315, |
|
"acc,exam_id__2016-21": 0.4125, |
|
"acc,exam_id__2015-16": 0.4125, |
|
"acc,exam_id__2011-04": 0.3875, |
|
"acc,exam_id__2016-20": 0.3625, |
|
"acc,exam_id__2014-15": 0.44871794871794873, |
|
"acc,exam_id__2012-07": 0.325, |
|
"acc,exam_id__2016-19": 0.34615384615384615, |
|
"acc,exam_id__2015-18": 0.4, |
|
"acc,exam_id__2013-12": 0.225, |
|
"acc,exam_id__2010-02": 0.37, |
|
"main_score": 0.34350797266514804 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.6630418610067084, |
|
"acc,all": 0.6870915032679739, |
|
"main_score": 0.6630418610067084 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.5166061482295778, |
|
"mse,all": 1.276241830065359, |
|
"main_score": 0.5166061482295778 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.6245167597351622, |
|
"acc,all": 0.82, |
|
"main_score": 0.6245167597351622 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.7448674633758359, |
|
"acc,all": 0.755, |
|
"main_score": 0.7448674633758359 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.7040514693096853, |
|
"acc,all": 0.736780258519389, |
|
"main_score": 0.7040514693096853 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.591700154492257, |
|
"acc,all": 0.6592039800995025, |
|
"main_score": 0.591700154492257 |
|
} |
|
}, |
|
"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": 13, |
|
"non_truncated": 1416, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 15, |
|
"mean_seq_length": 1547.9881035689293, |
|
"min_seq_length": 1295, |
|
"max_seq_length": 2587, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.9895031490552832 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 34, |
|
"non_truncated": 685, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 47, |
|
"mean_seq_length": 1668.7426981919332, |
|
"min_seq_length": 1302, |
|
"max_seq_length": 2428, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.934631432545202 |
|
}, |
|
"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": 1320.4145785876992, |
|
"min_seq_length": 1065, |
|
"max_seq_length": 1802, |
|
"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": 1303.9889705882354, |
|
"min_seq_length": 1281, |
|
"max_seq_length": 1370, |
|
"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": 1527.9889705882354, |
|
"min_seq_length": 1505, |
|
"max_seq_length": 1594, |
|
"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": 1511.1184615384616, |
|
"min_seq_length": 1459, |
|
"max_seq_length": 1618, |
|
"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": 1268.9178571428572, |
|
"min_seq_length": 1245, |
|
"max_seq_length": 1515, |
|
"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": 1760.801410105758, |
|
"min_seq_length": 1726, |
|
"max_seq_length": 1804, |
|
"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": 1527.6845771144278, |
|
"min_seq_length": 1506, |
|
"max_seq_length": 1645, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 47, |
|
"non_truncated": 14103, |
|
"padded": 0, |
|
"non_padded": 14150, |
|
"fewshots_truncated": 62 |
|
} |
|
} |