{ "config_general": { "start_date": "2024-05-17T13-51-05.776238", "start_time": 1715953866.5013988, "end_time": 1715957481.8292015, "total_evaluation_time_seconds": 3615.327802658081, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "a548af01e90a2301ae97ef2302c7d69667dc2ab9", "model_dtype": "bfloat16", "model_memory_footprint": 12189188096, "model_num_parameters": 6061035520, "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": "01-ai/Yi-1.5-6B", "job_id": 628, "model_id": "01-ai/Yi-1.5-6B_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-05-16T14:34:00Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.623597771458916, "all_grouped_npm": 0.44079921805755024, "all_grouped": { "enem_challenge": 0.5395381385584325, "bluex": 0.4993045897079277, "oab_exams": 0.4154897494305239, "assin2_rte": 0.85320443811568, "assin2_sts": 0.611946662194731, "faquad_nli": 0.566892243623113, "hatebr_offensive": 0.8390372896945542, "portuguese_hate_speech": 0.6034251055649058, "tweetsentbr": 0.6835417262403757 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.5395381385584325, "harness|bluex|bluex|None|3": 0.4993045897079277, "harness|oab_exams|oab_exams|None|3": 0.4154897494305239, "harness|assin2_rte|assin2_rte|None|15": 0.85320443811568, "harness|assin2_sts|assin2_sts|None|15": 0.611946662194731, "harness|faquad_nli|faquad_nli|None|15": 0.566892243623113, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8390372896945542, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6034251055649058, "harness|tweetsentbr|tweetsentbr|None|25": 0.6835417262403757 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.5395381385584325, "acc,exam_id__2012": 0.4827586206896552, "acc,exam_id__2017": 0.5172413793103449, "acc,exam_id__2013": 0.5185185185185185, "acc,exam_id__2016": 0.5371900826446281, "acc,exam_id__2011": 0.5811965811965812, "acc,exam_id__2015": 0.5462184873949579, "acc,exam_id__2022": 0.5037593984962406, "acc,exam_id__2014": 0.6055045871559633, "acc,exam_id__2010": 0.5555555555555556, "acc,exam_id__2009": 0.5130434782608696, "acc,exam_id__2016_2": 0.5203252032520326, "acc,exam_id__2023": 0.5925925925925926, "main_score": 0.5395381385584325 }, "harness|bluex|bluex|None|3": { "acc,all": 0.4993045897079277, "acc,exam_id__UNICAMP_2024": 0.5555555555555556, "acc,exam_id__USP_2019": 0.425, "acc,exam_id__UNICAMP_2019": 0.52, "acc,exam_id__UNICAMP_2021_2": 0.47058823529411764, "acc,exam_id__USP_2021": 0.4230769230769231, "acc,exam_id__UNICAMP_2020": 0.45454545454545453, "acc,exam_id__UNICAMP_2022": 0.48717948717948717, "acc,exam_id__USP_2018": 0.3888888888888889, "acc,exam_id__USP_2022": 0.5102040816326531, "acc,exam_id__UNICAMP_2018": 0.42592592592592593, "acc,exam_id__UNICAMP_2023": 0.5348837209302325, "acc,exam_id__UNICAMP_2021_1": 0.6086956521739131, "acc,exam_id__USP_2020": 0.5, "acc,exam_id__USP_2024": 0.6097560975609756, "acc,exam_id__USP_2023": 0.6363636363636364, "main_score": 0.4993045897079277 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.4154897494305239, "acc,exam_id__2014-15": 0.5128205128205128, "acc,exam_id__2012-07": 0.4125, "acc,exam_id__2016-20a": 0.3, "acc,exam_id__2015-16": 0.4625, "acc,exam_id__2016-21": 0.325, "acc,exam_id__2013-10": 0.45, "acc,exam_id__2014-13": 0.3, "acc,exam_id__2010-02": 0.51, "acc,exam_id__2012-06": 0.3375, "acc,exam_id__2018-25": 0.4, "acc,exam_id__2011-04": 0.3875, "acc,exam_id__2012-08": 0.4125, "acc,exam_id__2015-18": 0.45, "acc,exam_id__2011-05": 0.4, "acc,exam_id__2012-09": 0.36363636363636365, "acc,exam_id__2017-24": 0.375, "acc,exam_id__2012-06a": 0.475, "acc,exam_id__2016-20": 0.475, "acc,exam_id__2013-12": 0.5, "acc,exam_id__2016-19": 0.41025641025641024, "acc,exam_id__2014-14": 0.475, "acc,exam_id__2017-22": 0.425, "acc,exam_id__2010-01": 0.29411764705882354, "acc,exam_id__2011-03": 0.40404040404040403, "acc,exam_id__2015-17": 0.44871794871794873, "acc,exam_id__2017-23": 0.4375, "acc,exam_id__2013-11": 0.4625, "main_score": 0.4154897494305239 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.85320443811568, "acc,all": 0.8533496732026143, "main_score": 0.85320443811568 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.611946662194731, "mse,all": 0.9999468954248365, "main_score": 0.611946662194731 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.566892243623113, "acc,all": 0.803076923076923, "main_score": 0.566892243623113 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8390372896945542, "acc,all": 0.8392857142857143, "main_score": 0.8390372896945542 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6034251055649058, "acc,all": 0.6157461809635723, "main_score": 0.6034251055649058 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.6835417262403757, "acc,all": 0.7009950248756219, "main_score": 0.6835417262403757 } }, "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": 2, "mean_seq_length": 1773.6696990902728, "min_seq_length": 1479, "max_seq_length": 2789, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.998600419874038 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 3, "non_truncated": 716, "padded": 0, "non_padded": 719, "fewshots_truncated": 5, "mean_seq_length": 1887.1738525730182, "min_seq_length": 1475, "max_seq_length": 2769, "max_ctx_length": 2528, "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": 1523.7266514806379, "min_seq_length": 1223, "max_seq_length": 2061, "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": 1501.5265522875818, "min_seq_length": 1477, "max_seq_length": 1573, "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": 1720.5265522875818, "min_seq_length": 1696, "max_seq_length": 1792, "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": 1760.1292307692308, "min_seq_length": 1700, "max_seq_length": 1893, "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": 1417.9257142857143, "min_seq_length": 1390, "max_seq_length": 1696, "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": 1945.7544065804934, "min_seq_length": 1908, "max_seq_length": 1981, "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": 1614.844776119403, "min_seq_length": 1592, "max_seq_length": 1730, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 5, "non_truncated": 14145, "padded": 0, "non_padded": 14150, "fewshots_truncated": 7 } }