{ "config_general": { "start_date": "2024-02-07T01-17-10.201449", "start_time": 1707268631.6369932, "end_time": 1707270151.6403372, "total_evaluation_time_seconds": 1520.0033440589905, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "ac2ae5fab2ce3f9f40dc79b5ca9f637430d24971", "model_dtype": "float16", "model_memory_footprint": 1118429184, "model_num_parameters": 559214592, "model_is_loaded_in_4bit": false, "model_is_loaded_in_8bit": false, "model_is_quantized": null, "model_device": "cuda:2", "batch_size": 16, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "bigscience/bloom-560m", "job_id": 25, "model_id": "bigscience/bloom-560m_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "BloomForCausalLM", "submitted_time": "2024-02-05T23:04:24Z", "lm_eval_model_type": "huggingface", "eval_version": "1.0.0" }, "results": { "all_grouped_average": 0.22572230554009512, "all_grouped_npm": -0.08704396242367961, "all_grouped": { "enem_challenge": 0.18824352694191743, "bluex": 0.18219749652294853, "oab_exams": 0.23006833712984054, "assin2_rte": 0.3333333333333333, "assin2_sts": 0.057306527654191086, "faquad_nli": 0.4396551724137931, "sparrow_pt": 0.14925174478464182 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.18824352694191743, "harness|bluex|bluex|None|3": 0.18219749652294853, "harness|oab_exams|oab_exams|None|3": 0.23006833712984054, "harness|assin2_rte|assin2_rte|None|15": 0.3333333333333333, "harness|assin2_sts|assin2_sts|None|15": 0.057306527654191086, "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, "harness|sparrow_pt|sparrow_emotion-2021-cortiz-por|500|25": 0.00849310776942356, "harness|sparrow_pt|sparrow_hate-2019-fortuna-por|500|25": 0.3932038834951456, "harness|sparrow_pt|sparrow_sentiment-2016-mozetic-por|500|25": 0.0671462829736211, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": 0.12816370490037696 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.18824352694191743, "acc,exam_id__2016_2": 0.21951219512195122, "acc,exam_id__2016": 0.18181818181818182, "acc,exam_id__2010": 0.1623931623931624, "acc,exam_id__2014": 0.2018348623853211, "acc,exam_id__2023": 0.23703703703703705, "acc,exam_id__2017": 0.20689655172413793, "acc,exam_id__2015": 0.13445378151260504, "acc,exam_id__2012": 0.1724137931034483, "acc,exam_id__2022": 0.20300751879699247, "acc,exam_id__2013": 0.1574074074074074, "acc,exam_id__2009": 0.16521739130434782, "acc,exam_id__2011": 0.20512820512820512, "main_score": 0.18824352694191743 }, "harness|bluex|bluex|None|3": { "acc,all": 0.18219749652294853, "acc,exam_id__USP_2019": 0.175, "acc,exam_id__UNICAMP_2018": 0.2037037037037037, "acc,exam_id__UNICAMP_2020": 0.16363636363636364, "acc,exam_id__UNICAMP_2023": 0.27906976744186046, "acc,exam_id__UNICAMP_2024": 0.2, "acc,exam_id__UNICAMP_2019": 0.16, "acc,exam_id__UNICAMP_2021_2": 0.13725490196078433, "acc,exam_id__USP_2022": 0.1836734693877551, "acc,exam_id__USP_2020": 0.19642857142857142, "acc,exam_id__USP_2018": 0.12962962962962962, "acc,exam_id__USP_2021": 0.19230769230769232, "acc,exam_id__USP_2023": 0.11363636363636363, "acc,exam_id__USP_2024": 0.0975609756097561, "acc,exam_id__UNICAMP_2021_1": 0.30434782608695654, "acc,exam_id__UNICAMP_2022": 0.20512820512820512, "main_score": 0.18219749652294853 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.23006833712984054, "acc,exam_id__2014-13": 0.2375, "acc,exam_id__2012-07": 0.1375, "acc,exam_id__2012-09": 0.23376623376623376, "acc,exam_id__2011-03": 0.24242424242424243, "acc,exam_id__2012-08": 0.225, "acc,exam_id__2015-17": 0.24358974358974358, "acc,exam_id__2014-15": 0.21794871794871795, "acc,exam_id__2017-24": 0.225, "acc,exam_id__2015-16": 0.2375, "acc,exam_id__2017-23": 0.2125, "acc,exam_id__2011-04": 0.25, "acc,exam_id__2010-02": 0.24, "acc,exam_id__2016-19": 0.19230769230769232, "acc,exam_id__2012-06": 0.2375, "acc,exam_id__2012-06a": 0.2375, "acc,exam_id__2013-12": 0.175, "acc,exam_id__2017-22": 0.25, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2013-10": 0.2125, "acc,exam_id__2014-14": 0.2625, "acc,exam_id__2018-25": 0.2875, "acc,exam_id__2016-20a": 0.3, "acc,exam_id__2015-18": 0.25, "acc,exam_id__2011-05": 0.2375, "acc,exam_id__2013-11": 0.1625, "acc,exam_id__2016-20": 0.225, "acc,exam_id__2016-21": 0.2125, "main_score": 0.23006833712984054 }, "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": 0.057306527654191086, "mse,all": 2.3562826797385625, "main_score": 0.057306527654191086 }, "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": 0.00849310776942356, "acc,all": 0.024, "main_score": 0.00849310776942356 }, "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": 0.0671462829736211, "acc,all": 0.112, "main_score": 0.0671462829736211 }, "harness|sparrow_pt|sparrow_sentiment-2018-brum-por|500|25": { "f1_macro,all": 0.12816370490037696, "acc,all": 0.238, "main_score": 0.12816370490037696 } }, "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": 1, "non_truncated": 1428, "padded": 0, "non_padded": 1429, "fewshots_truncated": 1, "mean_seq_length": 1081.372988103569, "min_seq_length": 906, "max_seq_length": 2031, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9993002099370187 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 0, "non_truncated": 719, "padded": 0, "non_padded": 719, "fewshots_truncated": 0, "mean_seq_length": 1037.6175243393602, "min_seq_length": 782, "max_seq_length": 1563, "max_ctx_length": 2016, "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": 870.5266514806378, "min_seq_length": 691, "max_seq_length": 1156, "max_ctx_length": 2016, "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": 852.9178921568628, "min_seq_length": 838, "max_seq_length": 899, "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": 1023.9178921568628, "min_seq_length": 1009, "max_seq_length": 1070, "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": 994.5061538461539, "min_seq_length": 959, "max_seq_length": 1065, "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": 1221.068, "min_seq_length": 1205, "max_seq_length": 1247, "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": 1147.222, "min_seq_length": 1129, "max_seq_length": 1183, "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": 960.78, "min_seq_length": 949, "max_seq_length": 988, "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": 1074.998, "min_seq_length": 1063, "max_seq_length": 1099, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 1, "non_truncated": 11888, "padded": 0, "non_padded": 11889, "fewshots_truncated": 1 } }