|
{ |
|
"config_general": { |
|
"start_date": "2024-02-09T18-05-05.112496", |
|
"start_time": 1707501905.6491034, |
|
"end_time": 1707507146.7027533, |
|
"total_evaluation_time_seconds": 5241.053649902344, |
|
"has_chat_template": false, |
|
"chat_type": null, |
|
"n_gpus": 1, |
|
"accelerate_num_process": null, |
|
"model_sha": "c14738689a4be398433675f34197f40b60b2f920", |
|
"model_dtype": "float16", |
|
"model_memory_footprint": 26073681920, |
|
"model_num_parameters": 13015864320, |
|
"model_is_loaded_in_4bit": false, |
|
"model_is_loaded_in_8bit": false, |
|
"model_is_quantized": null, |
|
"model_device": "cuda:1", |
|
"batch_size": 16, |
|
"max_length": 2048, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"model_name": "nicolasdec/cabra13b", |
|
"job_id": 126, |
|
"model_id": "nicolasdec/cabra13b_eval_request_False_float16_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": "2024-02-05T23:03:22Z", |
|
"lm_eval_model_type": "huggingface", |
|
"eval_version": "1.0.0" |
|
}, |
|
"results": { |
|
"all_grouped_average": 0.4428367810482367, |
|
"all_grouped_npm": 0.23794907638302212, |
|
"all_grouped": { |
|
"enem_challenge": 0.48705388383484954, |
|
"bluex": 0.3949930458970793, |
|
"oab_exams": 0.35353075170842824, |
|
"assin2_rte": 0.7303144625479399, |
|
"assin2_sts": 0.22425099777612584, |
|
"faquad_nli": 0.5499330669689338, |
|
"sparrow_pt": 0.3597812586043004 |
|
}, |
|
"all": { |
|
"harness|enem_challenge|enem_challenge|None|3": 0.48705388383484954, |
|
"harness|bluex|bluex|None|3": 0.3949930458970793, |
|
"harness|oab_exams|oab_exams|None|3": 0.35353075170842824, |
|
"harness|assin2_rte|assin2_rte|None|15": 0.7303144625479399, |
|
"harness|assin2_sts|assin2_sts|None|15": 0.22425099777612584, |
|
"harness|faquad_nli|faquad_nli|None|15": 0.5499330669689338, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.07388685841411091, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.6660240800865801, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.3358876160819841, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.36332647983452643 |
|
}, |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"acc,all": 0.48705388383484954, |
|
"acc,exam_id__2009": 0.391304347826087, |
|
"acc,exam_id__2017": 0.5172413793103449, |
|
"acc,exam_id__2010": 0.5042735042735043, |
|
"acc,exam_id__2012": 0.49137931034482757, |
|
"acc,exam_id__2023": 0.4962962962962963, |
|
"acc,exam_id__2022": 0.44360902255639095, |
|
"acc,exam_id__2013": 0.49074074074074076, |
|
"acc,exam_id__2011": 0.5897435897435898, |
|
"acc,exam_id__2015": 0.4789915966386555, |
|
"acc,exam_id__2016_2": 0.4715447154471545, |
|
"acc,exam_id__2014": 0.5137614678899083, |
|
"acc,exam_id__2016": 0.4628099173553719, |
|
"main_score": 0.48705388383484954 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"acc,all": 0.3949930458970793, |
|
"acc,exam_id__USP_2019": 0.275, |
|
"acc,exam_id__UNICAMP_2018": 0.25925925925925924, |
|
"acc,exam_id__UNICAMP_2020": 0.32727272727272727, |
|
"acc,exam_id__USP_2018": 0.24074074074074073, |
|
"acc,exam_id__UNICAMP_2021_2": 0.39215686274509803, |
|
"acc,exam_id__USP_2023": 0.45454545454545453, |
|
"acc,exam_id__USP_2022": 0.3877551020408163, |
|
"acc,exam_id__UNICAMP_2023": 0.4883720930232558, |
|
"acc,exam_id__UNICAMP_2019": 0.44, |
|
"acc,exam_id__UNICAMP_2021_1": 0.391304347826087, |
|
"acc,exam_id__UNICAMP_2024": 0.5333333333333333, |
|
"acc,exam_id__USP_2024": 0.43902439024390244, |
|
"acc,exam_id__USP_2021": 0.36538461538461536, |
|
"acc,exam_id__USP_2020": 0.48214285714285715, |
|
"acc,exam_id__UNICAMP_2022": 0.5128205128205128, |
|
"main_score": 0.3949930458970793 |
|
}, |
|
"harness|oab_exams|oab_exams|None|3": { |
|
"acc,all": 0.35353075170842824, |
|
"acc,exam_id__2018-25": 0.3625, |
|
"acc,exam_id__2014-15": 0.38461538461538464, |
|
"acc,exam_id__2012-07": 0.35, |
|
"acc,exam_id__2010-01": 0.27058823529411763, |
|
"acc,exam_id__2017-22": 0.35, |
|
"acc,exam_id__2016-21": 0.375, |
|
"acc,exam_id__2012-06a": 0.4125, |
|
"acc,exam_id__2011-03": 0.30303030303030304, |
|
"acc,exam_id__2013-12": 0.3, |
|
"acc,exam_id__2012-08": 0.4625, |
|
"acc,exam_id__2010-02": 0.32, |
|
"acc,exam_id__2016-20a": 0.3, |
|
"acc,exam_id__2015-16": 0.325, |
|
"acc,exam_id__2013-11": 0.425, |
|
"acc,exam_id__2016-19": 0.38461538461538464, |
|
"acc,exam_id__2017-23": 0.3875, |
|
"acc,exam_id__2017-24": 0.325, |
|
"acc,exam_id__2015-17": 0.38461538461538464, |
|
"acc,exam_id__2016-20": 0.3625, |
|
"acc,exam_id__2015-18": 0.375, |
|
"acc,exam_id__2012-06": 0.3875, |
|
"acc,exam_id__2011-05": 0.2375, |
|
"acc,exam_id__2011-04": 0.325, |
|
"acc,exam_id__2014-13": 0.3875, |
|
"acc,exam_id__2014-14": 0.3625, |
|
"acc,exam_id__2013-10": 0.325, |
|
"acc,exam_id__2012-09": 0.38961038961038963, |
|
"main_score": 0.35353075170842824 |
|
}, |
|
"harness|assin2_rte|assin2_rte|None|15": { |
|
"f1_macro,all": 0.7303144625479399, |
|
"acc,all": 0.7467320261437909, |
|
"main_score": 0.7303144625479399 |
|
}, |
|
"harness|assin2_sts|assin2_sts|None|15": { |
|
"pearson,all": 0.22425099777612584, |
|
"mse,all": 2.492544934640523, |
|
"main_score": 0.22425099777612584 |
|
}, |
|
"harness|faquad_nli|faquad_nli|None|15": { |
|
"f1_macro,all": 0.5499330669689338, |
|
"acc,all": 0.7923076923076923, |
|
"main_score": 0.5499330669689338 |
|
}, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { |
|
"f1_macro,all": 0.07388685841411091, |
|
"acc,all": 0.124, |
|
"main_score": 0.07388685841411091 |
|
}, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { |
|
"f1_macro,all": 0.6660240800865801, |
|
"acc,all": 0.684, |
|
"main_score": 0.6660240800865801 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { |
|
"f1_macro,all": 0.3358876160819841, |
|
"acc,all": 0.326, |
|
"main_score": 0.3358876160819841 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { |
|
"f1_macro,all": 0.36332647983452643, |
|
"acc,all": 0.378, |
|
"main_score": 0.36332647983452643 |
|
} |
|
}, |
|
"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|sparrow_pt|sparrow_emotion-2021-cortiz-por": "LM Harness task", |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": "LM Harness task", |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": "LM Harness task", |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": "LM Harness task" |
|
}, |
|
"versions": { |
|
"all": 0, |
|
"harness|enem_challenge|enem_challenge": 1.0, |
|
"harness|bluex|bluex": 1.0, |
|
"harness|oab_exams|oab_exams": 1.4, |
|
"harness|assin2_rte|assin2_rte": 1.0, |
|
"harness|assin2_sts|assin2_sts": 1.0, |
|
"harness|faquad_nli|faquad_nli": 1.0, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por": 1.0, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por": 1.0, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por": 1.0, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por": 1.0 |
|
}, |
|
"summary_tasks": { |
|
"harness|enem_challenge|enem_challenge|None|3": { |
|
"sample_size": 1429, |
|
"truncated": 12, |
|
"non_truncated": 1417, |
|
"padded": 0, |
|
"non_padded": 1429, |
|
"fewshots_truncated": 14, |
|
"mean_seq_length": 1532.9881035689293, |
|
"min_seq_length": 1280, |
|
"max_seq_length": 2572, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.9902029391182645 |
|
}, |
|
"harness|bluex|bluex|None|3": { |
|
"sample_size": 719, |
|
"truncated": 4, |
|
"non_truncated": 715, |
|
"padded": 0, |
|
"non_padded": 719, |
|
"fewshots_truncated": 4, |
|
"mean_seq_length": 1364.7426981919332, |
|
"min_seq_length": 998, |
|
"max_seq_length": 2124, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 3.0, |
|
"mean_effective_fewshot_size": 2.9944367176634215 |
|
}, |
|
"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": 1306.4145785876992, |
|
"min_seq_length": 1051, |
|
"max_seq_length": 1788, |
|
"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": 1182.9889705882354, |
|
"min_seq_length": 1160, |
|
"max_seq_length": 1249, |
|
"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": 1415.9889705882354, |
|
"min_seq_length": 1393, |
|
"max_seq_length": 1482, |
|
"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": 1473.1184615384616, |
|
"min_seq_length": 1421, |
|
"max_seq_length": 1580, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 15.0, |
|
"mean_effective_fewshot_size": 15.0 |
|
}, |
|
"harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 0, |
|
"non_truncated": 500, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1696.204, |
|
"min_seq_length": 1674, |
|
"max_seq_length": 1744, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
}, |
|
"harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 0, |
|
"non_truncated": 500, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1708.588, |
|
"min_seq_length": 1684, |
|
"max_seq_length": 1767, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 0, |
|
"non_truncated": 500, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1422.44, |
|
"min_seq_length": 1405, |
|
"max_seq_length": 1458, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
}, |
|
"harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { |
|
"sample_size": 500, |
|
"truncated": 0, |
|
"non_truncated": 500, |
|
"padded": 0, |
|
"non_padded": 500, |
|
"fewshots_truncated": 0, |
|
"mean_seq_length": 1573.854, |
|
"min_seq_length": 1556, |
|
"max_seq_length": 1605, |
|
"max_ctx_length": 2016, |
|
"max_gen_toks": 32, |
|
"mean_original_fewshots_size": 25.0, |
|
"mean_effective_fewshot_size": 25.0 |
|
} |
|
}, |
|
"summary_general": { |
|
"truncated": 16, |
|
"non_truncated": 11873, |
|
"padded": 0, |
|
"non_padded": 11889, |
|
"fewshots_truncated": 18 |
|
} |
|
} |