{ "config_general": { "start_date": "2024-02-14T03-48-55.037590", "start_time": 1707882535.668382, "end_time": 1707916441.9384143, "total_evaluation_time_seconds": 33906.27003240585, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "fe6d9bf207cd3337512ca838a8b453f87a9178ef", "model_dtype": "bfloat16", "model_memory_footprint": 445807104, "model_num_parameters": 222903552, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 256, "max_length": 512, "max_ctx_length": 512, "max_gen_toks": 32, "model_name": "t5-base", "job_id": 189, "model_id": "t5-base_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "T5ForConditionalGeneration", "submitted_time": "2024-02-05T23:10:42Z", "lm_eval_model_type": "huggingface", "eval_version": "1.0.0" }, "results": { "all_grouped_average": 0.10816967860086943, "all_grouped_npm": -0.2757786266004211, "all_grouped": { "enem_challenge": 0.13086074177746676, "bluex": 0.0917941585535466, "oab_exams": 0.15763097949886104, "assin2_rte": 0.21945826423438364, "assin2_sts": 0.008119100920542854, "faquad_nli": 0.11634819532908704, "sparrow_pt": 0.03297630989219797 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.13086074177746676, "harness|bluex|bluex|None|3": 0.0917941585535466, "harness|oab_exams|oab_exams|None|3": 0.15763097949886104, "harness|assin2_rte|assin2_rte|None|15": 0.21945826423438364, "harness|assin2_sts|assin2_sts|None|15": 0.008119100920542854, "harness|faquad_nli|faquad_nli|None|15": 0.11634819532908704, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.0020898641588296763, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.09271523178807946, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.0013513513513513514, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.0357487922705314 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.13086074177746676, "acc,exam_id__2015": 0.08403361344537816, "acc,exam_id__2012": 0.12931034482758622, "acc,exam_id__2017": 0.13793103448275862, "acc,exam_id__2009": 0.1565217391304348, "acc,exam_id__2023": 0.17777777777777778, "acc,exam_id__2016_2": 0.08943089430894309, "acc,exam_id__2010": 0.1452991452991453, "acc,exam_id__2014": 0.1651376146788991, "acc,exam_id__2013": 0.10185185185185185, "acc,exam_id__2022": 0.12781954887218044, "acc,exam_id__2011": 0.11965811965811966, "acc,exam_id__2016": 0.1322314049586777, "main_score": 0.13086074177746676 }, "harness|bluex|bluex|None|3": { "acc,all": 0.0917941585535466, "acc,exam_id__UNICAMP_2022": 0.10256410256410256, "acc,exam_id__UNICAMP_2019": 0.1, "acc,exam_id__UNICAMP_2023": 0.20930232558139536, "acc,exam_id__UNICAMP_2018": 0.07407407407407407, "acc,exam_id__UNICAMP_2020": 0.10909090909090909, "acc,exam_id__USP_2024": 0.0975609756097561, "acc,exam_id__UNICAMP_2021_2": 0.0196078431372549, "acc,exam_id__USP_2022": 0.08163265306122448, "acc,exam_id__USP_2019": 0.15, "acc,exam_id__USP_2021": 0.11538461538461539, "acc,exam_id__USP_2023": 0.045454545454545456, "acc,exam_id__UNICAMP_2021_1": 0.10869565217391304, "acc,exam_id__UNICAMP_2024": 0.08888888888888889, "acc,exam_id__USP_2020": 0.08928571428571429, "acc,exam_id__USP_2018": 0.018518518518518517, "main_score": 0.0917941585535466 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.15763097949886104, "acc,exam_id__2012-06a": 0.2, "acc,exam_id__2015-17": 0.11538461538461539, "acc,exam_id__2012-06": 0.225, "acc,exam_id__2014-15": 0.15384615384615385, "acc,exam_id__2016-20": 0.15, "acc,exam_id__2013-10": 0.1375, "acc,exam_id__2012-07": 0.175, "acc,exam_id__2011-03": 0.20202020202020202, "acc,exam_id__2011-05": 0.1625, "acc,exam_id__2016-19": 0.14102564102564102, "acc,exam_id__2017-23": 0.1875, "acc,exam_id__2017-22": 0.15, "acc,exam_id__2018-25": 0.175, "acc,exam_id__2014-13": 0.15, "acc,exam_id__2017-24": 0.15, "acc,exam_id__2010-01": 0.18823529411764706, "acc,exam_id__2014-14": 0.125, "acc,exam_id__2011-04": 0.2, "acc,exam_id__2013-12": 0.125, "acc,exam_id__2015-16": 0.15, "acc,exam_id__2016-21": 0.1125, "acc,exam_id__2013-11": 0.1125, "acc,exam_id__2012-08": 0.15, "acc,exam_id__2016-20a": 0.1625, "acc,exam_id__2012-09": 0.11688311688311688, "acc,exam_id__2010-02": 0.18, "acc,exam_id__2015-18": 0.1375, "main_score": 0.15763097949886104 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.21945826423438364, "acc,all": 0.48651960784313725, "main_score": 0.21945826423438364 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.008119100920542854, "mse,all": 7.281774714687993, "main_score": 0.008119100920542854 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.11634819532908704, "acc,all": 0.21076923076923076, "main_score": 0.11634819532908704 }, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { "f1_macro,all": 0.0020898641588296763, "acc,all": 0.002, "main_score": 0.0020898641588296763 }, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { "f1_macro,all": 0.09271523178807946, "acc,all": 0.084, "main_score": 0.09271523178807946 }, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { "f1_macro,all": 0.0013513513513513514, "acc,all": 0.002, "main_score": 0.0013513513513513514 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "f1_macro,all": 0.0357487922705314, "acc,all": 0.03, "main_score": 0.0357487922705314 } }, "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": 1429, "non_truncated": 0, "padded": 0, "non_padded": 1429, "fewshots_truncated": 4287, "mean_seq_length": 2044.8621413575927, "min_seq_length": 1661, "max_seq_length": 3599, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 0.0 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 719, "non_truncated": 0, "padded": 0, "non_padded": 719, "fewshots_truncated": 2151, "mean_seq_length": 1519.172461752434, "min_seq_length": 1067, "max_seq_length": 2534, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 0.008344923504867872 }, "harness|oab_exams|oab_exams|None|3": { "sample_size": 2195, "truncated": 2195, "non_truncated": 0, "padded": 0, "non_padded": 2195, "fewshots_truncated": 6585, "mean_seq_length": 1896.5220956719818, "min_seq_length": 1504, "max_seq_length": 2591, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 0.0 }, "harness|assin2_rte|assin2_rte|None|15": { "sample_size": 2448, "truncated": 2448, "non_truncated": 0, "padded": 0, "non_padded": 2448, "fewshots_truncated": 28762, "mean_seq_length": 1539.3235294117646, "min_seq_length": 1507, "max_seq_length": 1647, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 15.0, "mean_effective_fewshot_size": 3.2508169934640523 }, "harness|assin2_sts|assin2_sts|None|15": { "sample_size": 2448, "truncated": 2448, "non_truncated": 0, "padded": 0, "non_padded": 2448, "fewshots_truncated": 29438, "mean_seq_length": 1636.3235294117646, "min_seq_length": 1604, "max_seq_length": 1744, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 15.0, "mean_effective_fewshot_size": 2.974673202614379 }, "harness|faquad_nli|faquad_nli|None|15": { "sample_size": 650, "truncated": 650, "non_truncated": 0, "padded": 0, "non_padded": 650, "fewshots_truncated": 8512, "mean_seq_length": 2113.7323076923076, "min_seq_length": 2035, "max_seq_length": 2296, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 15.0, "mean_effective_fewshot_size": 1.9046153846153846 }, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { "sample_size": 500, "truncated": 500, "non_truncated": 0, "padded": 0, "non_padded": 500, "fewshots_truncated": 11143, "mean_seq_length": 2106.734, "min_seq_length": 2075, "max_seq_length": 2155, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 2.714 }, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { "sample_size": 500, "truncated": 500, "non_truncated": 0, "padded": 0, "non_padded": 500, "fewshots_truncated": 10166, "mean_seq_length": 1940.636, "min_seq_length": 1905, "max_seq_length": 1995, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 4.668 }, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { "sample_size": 500, "truncated": 500, "non_truncated": 0, "padded": 0, "non_padded": 500, "fewshots_truncated": 9767, "mean_seq_length": 1718.8, "min_seq_length": 1693, "max_seq_length": 1770, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 5.466 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "sample_size": 500, "truncated": 500, "non_truncated": 0, "padded": 0, "non_padded": 500, "fewshots_truncated": 10000, "mean_seq_length": 1964.206, "min_seq_length": 1939, "max_seq_length": 2018, "max_ctx_length": 512, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 5.0 } }, "summary_general": { "truncated": 11889, "non_truncated": 0, "padded": 0, "non_padded": 11889, "fewshots_truncated": 120811 } }