{ "config_general": { "start_date": "2024-04-14T11-08-02.891090", "start_time": 1713092888.0559978, "end_time": 1713142846.3434105, "total_evaluation_time_seconds": 49958.28741264343, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "dd2c85d649d5e862c747298232cc88acd5467351", "model_dtype": "bfloat16", "model_memory_footprint": 17759490048, "model_num_parameters": 8829407232, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:2", "batch_size": 4, "max_length": 2560, "max_ctx_length": 2528, "max_gen_toks": 32, "model_name": "01-ai/Yi-9B", "job_id": 453, "model_id": "01-ai/Yi-9B_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": "2024-04-13T05:20:56Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6931435749553846, "all_grouped_npm": 0.5423674378252739, "all_grouped": { "enem_challenge": 0.6759972008397481, "bluex": 0.5493741307371349, "oab_exams": 0.4783599088838269, "assin2_rte": 0.8784695970900473, "assin2_sts": 0.752860308487488, "faquad_nli": 0.7478708154144531, "hatebr_offensive": 0.8574531631821884, "portuguese_hate_speech": 0.6448598532923182, "tweetsentbr": 0.6530471966712571 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6759972008397481, "harness|bluex|bluex|None|3": 0.5493741307371349, "harness|oab_exams|oab_exams|None|3": 0.4783599088838269, "harness|assin2_rte|assin2_rte|None|15": 0.8784695970900473, "harness|assin2_sts|assin2_sts|None|15": 0.752860308487488, "harness|faquad_nli|faquad_nli|None|15": 0.7478708154144531, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8574531631821884, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6448598532923182, "harness|tweetsentbr|tweetsentbr|None|25": 0.6530471966712571 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6759972008397481, "acc,exam_id__2011": 0.7692307692307693, "acc,exam_id__2015": 0.6302521008403361, "acc,exam_id__2017": 0.7241379310344828, "acc,exam_id__2023": 0.6666666666666666, "acc,exam_id__2016_2": 0.6747967479674797, "acc,exam_id__2022": 0.6090225563909775, "acc,exam_id__2009": 0.6521739130434783, "acc,exam_id__2010": 0.6837606837606838, "acc,exam_id__2016": 0.6446280991735537, "acc,exam_id__2014": 0.7064220183486238, "acc,exam_id__2012": 0.7068965517241379, "acc,exam_id__2013": 0.6574074074074074, "main_score": 0.6759972008397481 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5493741307371349, "acc,exam_id__USP_2018": 0.37037037037037035, "acc,exam_id__USP_2019": 0.425, "acc,exam_id__USP_2023": 0.6363636363636364, "acc,exam_id__USP_2022": 0.5306122448979592, "acc,exam_id__UNICAMP_2023": 0.6046511627906976, "acc,exam_id__UNICAMP_2018": 0.48148148148148145, "acc,exam_id__UNICAMP_2019": 0.6, "acc,exam_id__UNICAMP_2024": 0.4666666666666667, "acc,exam_id__UNICAMP_2021_1": 0.6304347826086957, "acc,exam_id__UNICAMP_2021_2": 0.5098039215686274, "acc,exam_id__USP_2020": 0.6071428571428571, "acc,exam_id__UNICAMP_2022": 0.6410256410256411, "acc,exam_id__UNICAMP_2020": 0.6363636363636364, "acc,exam_id__USP_2024": 0.7317073170731707, "acc,exam_id__USP_2021": 0.4230769230769231, "main_score": 0.5493741307371349 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.4783599088838269, "acc,exam_id__2013-11": 0.575, "acc,exam_id__2016-19": 0.46153846153846156, "acc,exam_id__2016-20a": 0.3625, "acc,exam_id__2011-03": 0.3838383838383838, "acc,exam_id__2016-20": 0.525, "acc,exam_id__2018-25": 0.5875, "acc,exam_id__2015-17": 0.5384615384615384, "acc,exam_id__2017-24": 0.4375, "acc,exam_id__2012-06a": 0.5375, "acc,exam_id__2013-10": 0.4625, "acc,exam_id__2013-12": 0.525, "acc,exam_id__2012-06": 0.4125, "acc,exam_id__2014-15": 0.47435897435897434, "acc,exam_id__2017-22": 0.45, "acc,exam_id__2011-04": 0.475, "acc,exam_id__2016-21": 0.425, "acc,exam_id__2012-07": 0.475, "acc,exam_id__2012-08": 0.6, "acc,exam_id__2015-18": 0.4625, "acc,exam_id__2015-16": 0.55, "acc,exam_id__2012-09": 0.4155844155844156, "acc,exam_id__2010-01": 0.38823529411764707, "acc,exam_id__2011-05": 0.5125, "acc,exam_id__2010-02": 0.44, "acc,exam_id__2014-14": 0.575, "acc,exam_id__2017-23": 0.4625, "acc,exam_id__2014-13": 0.4375, "main_score": 0.4783599088838269 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.8784695970900473, "acc,all": 0.8786764705882353, "main_score": 0.8784695970900473 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.752860308487488, "mse,all": 0.6242361111111111, "main_score": 0.752860308487488 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7478708154144531, "acc,all": 0.823076923076923, "main_score": 0.7478708154144531 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8574531631821884, "acc,all": 0.8585714285714285, "main_score": 0.8574531631821884 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6448598532923182, "acc,all": 0.6580493537015276, "main_score": 0.6448598532923182 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.6530471966712571, "acc,all": 0.7064676616915423, "main_score": 0.6530471966712571 } }, "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 } }