{ "config_general": { "start_date": "2024-04-18T06-10-32.403150", "start_time": 1713420632.985331, "end_time": 1713431668.831814, "total_evaluation_time_seconds": 11035.846482992172, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "2eb15465c5dd7f72a8f7984306ad05ebc3dd1e1f", "model_dtype": "bfloat16", "model_memory_footprint": 1164802560, "model_num_parameters": 582401280, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 8, "max_length": 2048, "max_ctx_length": 2048, "max_gen_toks": 32, "model_name": "google/mt5-base", "job_id": 478, "model_id": "google/mt5-base_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "MT5ForConditionalGeneration", "submitted_time": "2024-02-11T13:35:30Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.0887427378848531, "all_grouped_npm": -0.4412388423549494, "all_grouped": { "enem_challenge": 0.18964310706787962, "bluex": 0.10152990264255911, "oab_exams": 0.23189066059225513, "assin2_rte": 0.0005442176870748299, "assin2_sts": 0.0435769262346769, "faquad_nli": 0.22681159420289854, "hatebr_offensive": 0.004688232536333802, "portuguese_hate_speech": 0.0, "tweetsentbr": 0.0 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.18964310706787962, "harness|bluex|bluex|None|3": 0.10152990264255911, "harness|oab_exams|oab_exams|None|3": 0.23189066059225513, "harness|assin2_rte|assin2_rte|None|15": 0.0005442176870748299, "harness|assin2_sts|assin2_sts|None|15": 0.0435769262346769, "harness|faquad_nli|faquad_nli|None|15": 0.22681159420289854, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.004688232536333802, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.0, "harness|tweetsentbr|tweetsentbr|None|25": 0.0 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.18964310706787962, "acc,exam_id__2013": 0.18518518518518517, "acc,exam_id__2015": 0.13445378151260504, "acc,exam_id__2011": 0.23076923076923078, "acc,exam_id__2023": 0.2074074074074074, "acc,exam_id__2016_2": 0.17073170731707318, "acc,exam_id__2022": 0.18045112781954886, "acc,exam_id__2017": 0.1896551724137931, "acc,exam_id__2010": 0.2222222222222222, "acc,exam_id__2016": 0.19008264462809918, "acc,exam_id__2009": 0.14782608695652175, "acc,exam_id__2014": 0.1834862385321101, "acc,exam_id__2012": 0.23275862068965517, "main_score": 0.18964310706787962 }, "harness|bluex|bluex|None|3": { "acc,all": 0.10152990264255911, "acc,exam_id__USP_2019": 0.25, "acc,exam_id__UNICAMP_2018": 0.0, "acc,exam_id__UNICAMP_2021_2": 0.0, "acc,exam_id__UNICAMP_2021_1": 0.0, "acc,exam_id__UNICAMP_2024": 0.0, "acc,exam_id__USP_2020": 0.17857142857142858, "acc,exam_id__USP_2022": 0.1836734693877551, "acc,exam_id__USP_2021": 0.23076923076923078, "acc,exam_id__USP_2024": 0.21951219512195122, "acc,exam_id__UNICAMP_2022": 0.0, "acc,exam_id__USP_2018": 0.24074074074074073, "acc,exam_id__USP_2023": 0.1590909090909091, "acc,exam_id__UNICAMP_2019": 0.04, "acc,exam_id__UNICAMP_2020": 0.0, "acc,exam_id__UNICAMP_2023": 0.023255813953488372, "main_score": 0.10152990264255911 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.23189066059225513, "acc,exam_id__2012-06": 0.2, "acc,exam_id__2014-15": 0.23076923076923078, "acc,exam_id__2011-05": 0.25, "acc,exam_id__2012-09": 0.2077922077922078, "acc,exam_id__2010-02": 0.21, "acc,exam_id__2016-20": 0.275, "acc,exam_id__2016-19": 0.20512820512820512, "acc,exam_id__2015-16": 0.2375, "acc,exam_id__2011-04": 0.25, "acc,exam_id__2014-13": 0.275, "acc,exam_id__2012-06a": 0.3, "acc,exam_id__2015-18": 0.2875, "acc,exam_id__2011-03": 0.1919191919191919, "acc,exam_id__2012-07": 0.125, "acc,exam_id__2015-17": 0.2948717948717949, "acc,exam_id__2017-22": 0.25, "acc,exam_id__2013-12": 0.1625, "acc,exam_id__2012-08": 0.275, "acc,exam_id__2010-01": 0.21176470588235294, "acc,exam_id__2013-10": 0.2375, "acc,exam_id__2016-21": 0.2125, "acc,exam_id__2017-23": 0.1875, "acc,exam_id__2017-24": 0.1875, "acc,exam_id__2013-11": 0.2125, "acc,exam_id__2016-20a": 0.275, "acc,exam_id__2018-25": 0.2625, "acc,exam_id__2014-14": 0.2625, "main_score": 0.23189066059225513 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.0005442176870748299, "acc,all": 0.0004084967320261438, "main_score": 0.0005442176870748299 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.0435769262346769, "mse,all": 7.174387254901961, "main_score": 0.0435769262346769 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.22681159420289854, "acc,all": 0.4815384615384615, "main_score": 0.22681159420289854 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.004688232536333802, "acc,all": 0.0035714285714285713, "main_score": 0.004688232536333802 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.0, "acc,all": 0.0, "main_score": 0.0 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.0, "acc,all": 0.0, "main_score": 0.0 } }, "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": 3, "non_truncated": 1426, "padded": 0, "non_padded": 1429, "fewshots_truncated": 4, "mean_seq_length": 1387.624212736179, "min_seq_length": 1144, "max_seq_length": 2516, "max_ctx_length": 2048, "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": 1350.0709318497914, "min_seq_length": 1045, "max_seq_length": 1953, "max_ctx_length": 2048, "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": 1258.8929384965832, "min_seq_length": 1007, "max_seq_length": 1666, "max_ctx_length": 2048, "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": 1119.2859477124182, "min_seq_length": 1098, "max_seq_length": 1188, "max_ctx_length": 2048, "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": 1203.2859477124182, "min_seq_length": 1182, "max_seq_length": 1272, "max_ctx_length": 2048, "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": 1401.1923076923076, "min_seq_length": 1350, "max_seq_length": 1499, "max_ctx_length": 2048, "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": 1025.8842857142856, "min_seq_length": 1006, "max_seq_length": 1274, "max_ctx_length": 2048, "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": 1516.3290246768508, "min_seq_length": 1483, "max_seq_length": 1542, "max_ctx_length": 2048, "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": 1376.9557213930348, "min_seq_length": 1358, "max_seq_length": 1430, "max_ctx_length": 2048, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 3, "non_truncated": 14147, "padded": 0, "non_padded": 14150, "fewshots_truncated": 4 } }