|
{ |
|
"config_general": { |
|
"start_date": "2024-04-18T22-38-53.882980", |
|
"start_time": 1713479934.702583, |
|
"end_time": 1713483706.6760619, |
|
"total_evaluation_time_seconds": 3771.973478794098, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "885bd356857bb5a87bc877149db4919bbe8eed9e", |
|
"model_dtype": "float16", |
|
"model_memory_footprint": 140262912, |
|
"model_num_parameters": 69836544, |
|
"model_is_loaded_in_4bit": null, |
|
"model_is_loaded_in_8bit": null, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:0", |
|
"batch_size": 64, |
|
"max_length": 2048, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"model_name": "dominguesm/mambarim-110m", |
|
"job_id": 487, |
|
"model_id": "dominguesm/mambarim-110m_eval_request_False_float16_Original", |
|
"model_base_model": "", |
|
"model_weight_type": "Original", |
|
"model_revision": "main", |
|
"model_private": false, |
|
"model_type": "🟢 : pretrained", |
|
"model_architectures": "MambaForCausalLM", |
|
"submitted_time": "2024-04-15T02:53:55Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.1.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.14156917217425216, |
|
"all_grouped_npm": -0.33989122247229714, |
|
"all_grouped": { |
|
"enem_challenge": 0.18404478656403078, |
|
"bluex": 0.10570236439499305, |
|
"oab_exams": 0.21867881548974943, |
|
"assin2_rte": 0.16089990032749538, |
|
"assin2_sts": 0.018889657528727573, |
|
"faquad_nli": 0.09286687869150385, |
|
"hatebr_offensive": 0.15746753246753245, |
|
"portuguese_hate_speech": 0.17768450507170339, |
|
"tweetsentbr": 0.1578881090325337 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.18404478656403078, |
|
"harness|bluex|bluex|None|3": 0.10570236439499305, |
|
"harness|oab_exams|oab_exams|None|3": 0.21867881548974943, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.16089990032749538, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.018889657528727573, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.09286687869150385, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": 0.15746753246753245, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.17768450507170339, |
|
"harness|tweetsentbr|tweetsentbr|None|25": 0.1578881090325337 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.18404478656403078, |
|
"acc,exam_id__2017": 0.22413793103448276, |
|
"acc,exam_id__2014": 0.1743119266055046, |
|
"acc,exam_id__2016": 0.1652892561983471, |
|
"acc,exam_id__2013": 0.1574074074074074, |
|
"acc,exam_id__2022": 0.22556390977443608, |
|
"acc,exam_id__2023": 0.2222222222222222, |
|
"acc,exam_id__2015": 0.12605042016806722, |
|
"acc,exam_id__2010": 0.18803418803418803, |
|
"acc,exam_id__2016_2": 0.17886178861788618, |
|
"acc,exam_id__2009": 0.16521739130434782, |
|
"acc,exam_id__2012": 0.1810344827586207, |
|
"acc,exam_id__2011": 0.18803418803418803, |
|
"main_score": 0.18404478656403078 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.10570236439499305, |
|
"acc,exam_id__USP_2023": 0.06818181818181818, |
|
"acc,exam_id__UNICAMP_2021_1": 0.1956521739130435, |
|
"acc,exam_id__UNICAMP_2024": 0.08888888888888889, |
|
"acc,exam_id__USP_2020": 0.05357142857142857, |
|
"acc,exam_id__UNICAMP_2018": 0.037037037037037035, |
|
"acc,exam_id__USP_2019": 0.125, |
|
"acc,exam_id__USP_2021": 0.09615384615384616, |
|
"acc,exam_id__USP_2024": 0.04878048780487805, |
|
"acc,exam_id__UNICAMP_2019": 0.18, |
|
"acc,exam_id__UNICAMP_2020": 0.18181818181818182, |
|
"acc,exam_id__USP_2022": 0.08163265306122448, |
|
"acc,exam_id__UNICAMP_2023": 0.18604651162790697, |
|
"acc,exam_id__UNICAMP_2022": 0.10256410256410256, |
|
"acc,exam_id__USP_2018": 0.09259259259259259, |
|
"acc,exam_id__UNICAMP_2021_2": 0.058823529411764705, |
|
"main_score": 0.10570236439499305 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.21867881548974943, |
|
"acc,exam_id__2018-25": 0.2375, |
|
"acc,exam_id__2015-16": 0.225, |
|
"acc,exam_id__2012-06a": 0.275, |
|
"acc,exam_id__2016-21": 0.225, |
|
"acc,exam_id__2013-11": 0.1875, |
|
"acc,exam_id__2012-07": 0.1375, |
|
"acc,exam_id__2016-20a": 0.3125, |
|
"acc,exam_id__2015-17": 0.1794871794871795, |
|
"acc,exam_id__2015-18": 0.25, |
|
"acc,exam_id__2014-13": 0.1875, |
|
"acc,exam_id__2011-05": 0.2625, |
|
"acc,exam_id__2017-22": 0.225, |
|
"acc,exam_id__2012-09": 0.19480519480519481, |
|
"acc,exam_id__2013-12": 0.2, |
|
"acc,exam_id__2016-20": 0.15, |
|
"acc,exam_id__2010-02": 0.24, |
|
"acc,exam_id__2014-14": 0.225, |
|
"acc,exam_id__2012-06": 0.225, |
|
"acc,exam_id__2017-23": 0.1875, |
|
"acc,exam_id__2013-10": 0.2625, |
|
"acc,exam_id__2017-24": 0.2, |
|
"acc,exam_id__2010-01": 0.3058823529411765, |
|
"acc,exam_id__2011-03": 0.20202020202020202, |
|
"acc,exam_id__2011-04": 0.225, |
|
"acc,exam_id__2014-15": 0.1794871794871795, |
|
"acc,exam_id__2016-19": 0.1794871794871795, |
|
"acc,exam_id__2012-08": 0.2125, |
|
"main_score": 0.21867881548974943 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.16089990032749538, |
|
"acc,all": 0.23080065359477125, |
|
"main_score": 0.16089990032749538 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.018889657528727573, |
|
"mse,all": 3.1399800604461343, |
|
"main_score": 0.018889657528727573 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.09286687869150385, |
|
"acc,all": 0.1276923076923077, |
|
"main_score": 0.09286687869150385 |
|
}, |
|
"harness|hatebr_offensive|hatebr_offensive|None|25": { |
|
"f1_macro,all": 0.15746753246753245, |
|
"acc,all": 0.20785714285714285, |
|
"main_score": 0.15746753246753245 |
|
}, |
|
"harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { |
|
"f1_macro,all": 0.17768450507170339, |
|
"acc,all": 0.2984723854289072, |
|
"main_score": 0.17768450507170339 |
|
}, |
|
"harness|tweetsentbr|tweetsentbr|None|25": { |
|
"f1_macro,all": 0.1578881090325337, |
|
"acc,all": 0.16766169154228855, |
|
"main_score": 0.1578881090325337 |
|
} |
|
}, |
|
"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": 4, |
|
"mean_seq_length": 1008.4177746675997, |
|
"min_seq_length": 830, |
|
"max_seq_length": 2485, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.9972008397480754 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 0, |
|
"non_truncated": 719, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1171.817802503477, |
|
"min_seq_length": 905, |
|
"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|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": 833.024145785877, |
|
"min_seq_length": 660, |
|
"max_seq_length": 1109, |
|
"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": 925.4232026143791, |
|
"min_seq_length": 910, |
|
"max_seq_length": 964, |
|
"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": 966.4232026143791, |
|
"min_seq_length": 951, |
|
"max_seq_length": 1005, |
|
"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": 969.1338461538462, |
|
"min_seq_length": 937, |
|
"max_seq_length": 1035, |
|
"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": 868.4407142857143, |
|
"min_seq_length": 853, |
|
"max_seq_length": 1062, |
|
"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": 1220.021151586369, |
|
"min_seq_length": 1193, |
|
"max_seq_length": 1256, |
|
"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": 1356.4194029850746, |
|
"min_seq_length": 1339, |
|
"max_seq_length": 1413, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 2, |
|
"non_truncated": 14148, |
|
"padded": 0, |
|
"non_padded": 14150, |
|
"fewshots_truncated": 4 |
|
} |
|
} |