{ "config_general": { "start_date": "2024-02-07T17-55-47.448141", "start_time": 1707328548.1820083, "end_time": 1707330848.976872, "total_evaluation_time_seconds": 2300.7948637008667, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "3f5c25d0bc631cb57ac65913f76e22c2dfb61d62", "model_dtype": "float16", "model_memory_footprint": 2631516160, "model_num_parameters": 1315758080, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:1", "batch_size": 8, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "facebook/opt-1.3b", "job_id": 81, "model_id": "facebook/opt-1.3b_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "OPTForCausalLM", "submitted_time": "2024-02-05T23:12:47Z", "lm_eval_model_type": "huggingface", "eval_version": "1.0.0" }, "results": { "all_grouped_average": 0.2375503423050845, "all_grouped_npm": -0.06850955080705787, "all_grouped": { "enem_challenge": 0.20643806857942618, "bluex": 0.20305980528511822, "oab_exams": 0.2296127562642369, "assin2_rte": 0.3333333333333333, "assin2_sts": 0.014294092039832406, "faquad_nli": 0.4396551724137931, "sparrow_pt": 0.23645916821985138 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.20643806857942618, "harness|bluex|bluex|None|3": 0.20305980528511822, "harness|oab_exams|oab_exams|None|3": 0.2296127562642369, "harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333, "harness|assin2_sts|assin2_sts|None|15": 0.014294092039832406, "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.027524929578642058, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.29841396420343785, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.22669389560218003 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.20643806857942618, "acc,exam_id__2010": 0.20512820512820512, "acc,exam_id__2016_2": 0.16260162601626016, "acc,exam_id__2014": 0.25688073394495414, "acc,exam_id__2009": 0.16521739130434782, "acc,exam_id__2016": 0.2066115702479339, "acc,exam_id__2013": 0.1574074074074074, "acc,exam_id__2015": 0.16806722689075632, "acc,exam_id__2011": 0.1794871794871795, "acc,exam_id__2022": 0.21052631578947367, "acc,exam_id__2023": 0.28888888888888886, "acc,exam_id__2012": 0.2413793103448276, "acc,exam_id__2017": 0.22413793103448276, "main_score": 0.20643806857942618 }, "harness|bluex|bluex|None|3": { "acc,all": 0.20305980528511822, "acc,exam_id__UNICAMP_2021_1": 0.2826086956521739, "acc,exam_id__USP_2021": 0.23076923076923078, "acc,exam_id__USP_2024": 0.12195121951219512, "acc,exam_id__UNICAMP_2021_2": 0.17647058823529413, "acc,exam_id__UNICAMP_2023": 0.27906976744186046, "acc,exam_id__UNICAMP_2024": 0.2, "acc,exam_id__USP_2019": 0.225, "acc,exam_id__UNICAMP_2018": 0.2777777777777778, "acc,exam_id__UNICAMP_2020": 0.18181818181818182, "acc,exam_id__USP_2020": 0.21428571428571427, "acc,exam_id__USP_2018": 0.18518518518518517, "acc,exam_id__UNICAMP_2022": 0.23076923076923078, "acc,exam_id__USP_2023": 0.09090909090909091, "acc,exam_id__UNICAMP_2019": 0.18, "acc,exam_id__USP_2022": 0.16326530612244897, "main_score": 0.20305980528511822 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.2296127562642369, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2014-14": 0.2375, "acc,exam_id__2011-04": 0.2375, "acc,exam_id__2011-03": 0.24242424242424243, "acc,exam_id__2012-08": 0.225, "acc,exam_id__2016-19": 0.21794871794871795, "acc,exam_id__2013-12": 0.1875, "acc,exam_id__2018-25": 0.275, "acc,exam_id__2015-16": 0.25, "acc,exam_id__2016-21": 0.2125, "acc,exam_id__2013-11": 0.175, "acc,exam_id__2013-10": 0.225, "acc,exam_id__2014-13": 0.225, "acc,exam_id__2012-06a": 0.225, "acc,exam_id__2012-09": 0.22077922077922077, "acc,exam_id__2014-15": 0.21794871794871795, "acc,exam_id__2017-24": 0.225, "acc,exam_id__2012-07": 0.1625, "acc,exam_id__2017-23": 0.2125, "acc,exam_id__2011-05": 0.225, "acc,exam_id__2017-22": 0.25, "acc,exam_id__2016-20": 0.225, "acc,exam_id__2016-20a": 0.325, "acc,exam_id__2015-18": 0.25, "acc,exam_id__2015-17": 0.24358974358974358, "acc,exam_id__2012-06": 0.2, "acc,exam_id__2010-02": 0.24, "main_score": 0.2296127562642369 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.3333333333333333, "acc,all": 0.5, "main_score": 0.3333333333333333 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.014294092039832406, "mse,all": 2.265334967320261, "main_score": 0.014294092039832406 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.4396551724137931, "acc,all": 0.7846153846153846, "main_score": 0.4396551724137931 }, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": { "f1_macro,all": 0.027524929578642058, "acc,all": 0.12, "main_score": 0.027524929578642058 }, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": { "f1_macro,all": 0.3932038834951456, "acc,all": 0.648, "main_score": 0.3932038834951456 }, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": { "f1_macro,all": 0.29841396420343785, "acc,all": 0.72, "main_score": 0.29841396420343785 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "f1_macro,all": 0.22669389560218003, "acc,all": 0.368, "main_score": 0.22669389560218003 } }, "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": 138, "non_truncated": 1291, "padded": 0, "non_padded": 1429, "fewshots_truncated": 146, "mean_seq_length": 1775.3967809657104, "min_seq_length": 1482, "max_seq_length": 2743, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.8978306508047584 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 9, "non_truncated": 710, "padded": 0, "non_padded": 719, "fewshots_truncated": 9, "mean_seq_length": 1435.2475660639777, "min_seq_length": 1021, "max_seq_length": 2318, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.987482614742698 }, "harness|oab_exams|oab_exams|None|3": { "sample_size": 2195, "truncated": 1, "non_truncated": 2194, "padded": 0, "non_padded": 2195, "fewshots_truncated": 1, "mean_seq_length": 1531.2646924829157, "min_seq_length": 1226, "max_seq_length": 2106, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9995444191343963 }, "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": 1345.483660130719, "min_seq_length": 1320, "max_seq_length": 1423, "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": 1478.483660130719, "min_seq_length": 1453, "max_seq_length": 1556, "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": 1714.283076923077, "min_seq_length": 1652, "max_seq_length": 1858, "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": 1838.336, "min_seq_length": 1814, "max_seq_length": 1879, "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": 1825.748, "min_seq_length": 1800, "max_seq_length": 1859, "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": 1552.478, "min_seq_length": 1534, "max_seq_length": 1589, "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": 1724.772, "min_seq_length": 1706, "max_seq_length": 1759, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 148, "non_truncated": 11741, "padded": 0, "non_padded": 11889, "fewshots_truncated": 156 } }