{ "config_general": { "start_date": "2024-02-08T16-32-05.080295", "start_time": 1707409932.3430328, "end_time": 1707418062.4384792, "total_evaluation_time_seconds": 8130.09544634819, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "b88054ca1b30d740149763d24cd6977ca3138702", "model_dtype": "float16", "model_memory_footprint": 40865865816, "model_num_parameters": 20340658176, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 8, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "AI-Sweden-Models/gpt-sw3-20b", "job_id": 102, "model_id": "AI-Sweden-Models/gpt-sw3-20b_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "GPT2LMHeadModel", "submitted_time": "2024-02-05T23:15:38Z", "lm_eval_model_type": "huggingface", "eval_version": "1.0.0" }, "results": { "all_grouped_average": 0.2671930701793801, "all_grouped_npm": -0.013569520485616151, "all_grouped": { "enem_challenge": 0.19454163750874737, "bluex": 0.21835883171070933, "oab_exams": 0.24009111617312073, "assin2_rte": 0.5097556100727492, "assin2_sts": 0.04176979032426292, "faquad_nli": 0.4396551724137931, "sparrow_pt": 0.2261793330522781 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.19454163750874737, "harness|bluex|bluex|None|3": 0.21835883171070933, "harness|oab_exams|oab_exams|None|3": 0.24009111617312073, "harness|assin2_rte|assin2_rte|None|15": 0.5097556100727492, "harness|assin2_sts|assin2_sts|None|15": 0.04176979032426292, "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.03209457599403715, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.3038200710445833, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.17559880167534636 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.19454163750874737, "acc,exam_id__2023": 0.16296296296296298, "acc,exam_id__2009": 0.2, "acc,exam_id__2013": 0.17592592592592593, "acc,exam_id__2011": 0.23931623931623933, "acc,exam_id__2014": 0.1834862385321101, "acc,exam_id__2016_2": 0.1951219512195122, "acc,exam_id__2022": 0.22556390977443608, "acc,exam_id__2017": 0.1896551724137931, "acc,exam_id__2016": 0.2066115702479339, "acc,exam_id__2015": 0.17647058823529413, "acc,exam_id__2012": 0.25862068965517243, "acc,exam_id__2010": 0.11965811965811966, "main_score": 0.19454163750874737 }, "harness|bluex|bluex|None|3": { "acc,all": 0.21835883171070933, "acc,exam_id__USP_2018": 0.2222222222222222, "acc,exam_id__USP_2024": 0.04878048780487805, "acc,exam_id__USP_2021": 0.23076923076923078, "acc,exam_id__UNICAMP_2021_1": 0.3695652173913043, "acc,exam_id__USP_2020": 0.19642857142857142, "acc,exam_id__USP_2022": 0.14285714285714285, "acc,exam_id__UNICAMP_2022": 0.28205128205128205, "acc,exam_id__UNICAMP_2020": 0.21818181818181817, "acc,exam_id__USP_2023": 0.1590909090909091, "acc,exam_id__USP_2019": 0.225, "acc,exam_id__UNICAMP_2023": 0.32558139534883723, "acc,exam_id__UNICAMP_2024": 0.28888888888888886, "acc,exam_id__UNICAMP_2021_2": 0.19607843137254902, "acc,exam_id__UNICAMP_2019": 0.16, "acc,exam_id__UNICAMP_2018": 0.2222222222222222, "main_score": 0.21835883171070933 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.24009111617312073, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2017-24": 0.25, "acc,exam_id__2016-21": 0.225, "acc,exam_id__2016-19": 0.21794871794871795, "acc,exam_id__2013-12": 0.175, "acc,exam_id__2015-17": 0.24358974358974358, "acc,exam_id__2012-09": 0.22077922077922077, "acc,exam_id__2014-14": 0.2625, "acc,exam_id__2013-10": 0.25, "acc,exam_id__2012-06a": 0.25, "acc,exam_id__2016-20a": 0.325, "acc,exam_id__2018-25": 0.2875, "acc,exam_id__2011-04": 0.3, "acc,exam_id__2011-05": 0.25, "acc,exam_id__2017-22": 0.2375, "acc,exam_id__2014-13": 0.2375, "acc,exam_id__2012-08": 0.2625, "acc,exam_id__2013-11": 0.2125, "acc,exam_id__2011-03": 0.23232323232323232, "acc,exam_id__2012-07": 0.15, "acc,exam_id__2015-16": 0.2125, "acc,exam_id__2014-15": 0.23076923076923078, "acc,exam_id__2010-02": 0.26, "acc,exam_id__2016-20": 0.225, "acc,exam_id__2017-23": 0.2125, "acc,exam_id__2012-06": 0.225, "acc,exam_id__2015-18": 0.2625, "main_score": 0.24009111617312073 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.5097556100727492, "acc,all": 0.5837418300653595, "main_score": 0.5097556100727492 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.04176979032426292, "mse,all": 2.5503267973856203, "main_score": 0.04176979032426292 }, "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": 0.03209457599403715, "acc,all": 0.12, "main_score": 0.03209457599403715 }, "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": 0.3038200710445833, "acc,all": 0.734, "main_score": 0.3038200710445833 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "f1_macro,all": 0.17559880167534636, "acc,all": 0.35, "main_score": 0.17559880167534636 } }, "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": 103, "non_truncated": 1326, "padded": 0, "non_padded": 1429, "fewshots_truncated": 106, "mean_seq_length": 1743.6738978306507, "min_seq_length": 1451, "max_seq_length": 2747, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.925822253324003 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 8, "non_truncated": 711, "padded": 0, "non_padded": 719, "fewshots_truncated": 8, "mean_seq_length": 1450.3504867872045, "min_seq_length": 1045, "max_seq_length": 2334, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.988873435326843 }, "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": 1479.6788154897495, "min_seq_length": 1182, "max_seq_length": 2047, "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": 1306.5322712418301, "min_seq_length": 1282, "max_seq_length": 1381, "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": 1539.5322712418301, "min_seq_length": 1515, "max_seq_length": 1614, "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": 1706.3892307692308, "min_seq_length": 1646, "max_seq_length": 1845, "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": 1805.678, "min_seq_length": 1782, "max_seq_length": 1838, "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": 1824.428, "min_seq_length": 1798, "max_seq_length": 1865, "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": 1503.284, "min_seq_length": 1485, "max_seq_length": 1540, "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": 1670.518, "min_seq_length": 1652, "max_seq_length": 1706, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 112, "non_truncated": 11777, "padded": 0, "non_padded": 11889, "fewshots_truncated": 115 } }