{ "config_general": { "start_date": "2024-04-04T05-03-48.444586", "start_time": 1712207031.9681306, "end_time": 1712212736.1585507, "total_evaluation_time_seconds": 5704.190420150757, "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": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 4, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "facebook/opt-1.3b", "job_id": 373, "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": "1.1.0" }, "results": { "all_grouped_average": 0.2554725155033498, "all_grouped_npm": -0.13680463617371383, "all_grouped": { "enem_challenge": 0.20643806857942618, "bluex": 0.19193324061196107, "oab_exams": 0.23143507972665148, "assin2_rte": 0.3674033988994619, "assin2_sts": 0.045560010081070086, "faquad_nli": 0.4396551724137931, "hatebr_offensive": 0.3333333333333333, "portuguese_hate_speech": 0.22986425339366515, "tweetsentbr": 0.2536300824907864 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.20643806857942618, "harness|bluex|bluex|None|3": 0.19193324061196107, "harness|oab_exams|oab_exams|None|3": 0.23143507972665148, "harness|assin2_rte|assin2_rte|None|15": 0.3674033988994619, "harness|assin2_sts|assin2_sts|None|15": 0.045560010081070086, "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.3333333333333333, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.22986425339366515, "harness|tweetsentbr|tweetsentbr|None|25": 0.2536300824907864 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.20643806857942618, "acc,exam_id__2012": 0.20689655172413793, "acc,exam_id__2011": 0.20512820512820512, "acc,exam_id__2016_2": 0.2032520325203252, "acc,exam_id__2017": 0.21551724137931033, "acc,exam_id__2009": 0.21739130434782608, "acc,exam_id__2015": 0.14285714285714285, "acc,exam_id__2014": 0.22018348623853212, "acc,exam_id__2022": 0.24060150375939848, "acc,exam_id__2010": 0.21367521367521367, "acc,exam_id__2016": 0.19008264462809918, "acc,exam_id__2013": 0.1574074074074074, "acc,exam_id__2023": 0.2518518518518518, "main_score": 0.20643806857942618 }, "harness|bluex|bluex|None|3": { "acc,all": 0.19193324061196107, "acc,exam_id__UNICAMP_2022": 0.3076923076923077, "acc,exam_id__USP_2018": 0.09259259259259259, "acc,exam_id__UNICAMP_2024": 0.2, "acc,exam_id__USP_2021": 0.23076923076923078, "acc,exam_id__USP_2019": 0.25, "acc,exam_id__UNICAMP_2019": 0.18, "acc,exam_id__UNICAMP_2021_1": 0.17391304347826086, "acc,exam_id__UNICAMP_2020": 0.18181818181818182, "acc,exam_id__UNICAMP_2021_2": 0.17647058823529413, "acc,exam_id__USP_2022": 0.1836734693877551, "acc,exam_id__UNICAMP_2018": 0.14814814814814814, "acc,exam_id__UNICAMP_2023": 0.2558139534883721, "acc,exam_id__USP_2023": 0.13636363636363635, "acc,exam_id__USP_2024": 0.21951219512195122, "acc,exam_id__USP_2020": 0.19642857142857142, "main_score": 0.19193324061196107 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.23143507972665148, "acc,exam_id__2012-08": 0.225, "acc,exam_id__2011-04": 0.25, "acc,exam_id__2016-20": 0.225, "acc,exam_id__2012-09": 0.23376623376623376, "acc,exam_id__2016-20a": 0.3, "acc,exam_id__2017-24": 0.2375, "acc,exam_id__2013-12": 0.1875, "acc,exam_id__2012-06a": 0.2375, "acc,exam_id__2017-22": 0.25, "acc,exam_id__2014-13": 0.2375, "acc,exam_id__2013-11": 0.175, "acc,exam_id__2015-18": 0.25, "acc,exam_id__2011-03": 0.23232323232323232, "acc,exam_id__2012-06": 0.2375, "acc,exam_id__2011-05": 0.2375, "acc,exam_id__2010-02": 0.24, "acc,exam_id__2014-15": 0.21794871794871795, "acc,exam_id__2015-16": 0.25, "acc,exam_id__2014-14": 0.2625, "acc,exam_id__2016-19": 0.19230769230769232, "acc,exam_id__2017-23": 0.2125, "acc,exam_id__2015-17": 0.24358974358974358, "acc,exam_id__2016-21": 0.2125, "acc,exam_id__2012-07": 0.1375, "acc,exam_id__2013-10": 0.2125, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2018-25": 0.2875, "main_score": 0.23143507972665148 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.3674033988994619, "acc,all": 0.5138888888888888, "main_score": 0.3674033988994619 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.045560010081070086, "mse,all": 2.2996650326797394, "main_score": 0.045560010081070086 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.4396551724137931, "acc,all": 0.7846153846153846, "main_score": 0.4396551724137931 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.3333333333333333, "acc,all": 0.5, "main_score": 0.3333333333333333 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.22986425339366515, "acc,all": 0.2984723854289072, "main_score": 0.22986425339366515 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.2536300824907864, "acc,all": 0.3238805970149254, "main_score": 0.2536300824907864 } }, "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": 164, "non_truncated": 1265, "padded": 0, "non_padded": 1429, "fewshots_truncated": 173, "mean_seq_length": 1800.3967809657104, "min_seq_length": 1507, "max_seq_length": 2768, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.8789363191042687 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 176, "non_truncated": 543, "padded": 0, "non_padded": 719, "fewshots_truncated": 232, "mean_seq_length": 1858.2475660639777, "min_seq_length": 1444, "max_seq_length": 2741, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.677329624478442 }, "harness|oab_exams|oab_exams|None|3": { "sample_size": 2195, "truncated": 2, "non_truncated": 2193, "padded": 0, "non_padded": 2195, "fewshots_truncated": 2, "mean_seq_length": 1555.2646924829157, "min_seq_length": 1250, "max_seq_length": 2130, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9990888382687926 }, "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": 1494.483660130719, "min_seq_length": 1469, "max_seq_length": 1572, "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": 1649.483660130719, "min_seq_length": 1624, "max_seq_length": 1727, "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": 1752.283076923077, "min_seq_length": 1690, "max_seq_length": 1896, "max_ctx_length": 2016, "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": 1329.2042857142858, "min_seq_length": 1304, "max_seq_length": 1611, "max_ctx_length": 2016, "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": 1882.6110458284372, "min_seq_length": 1846, "max_seq_length": 1915, "max_ctx_length": 2016, "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": 1618.4860696517412, "min_seq_length": 1597, "max_seq_length": 1670, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 342, "non_truncated": 13808, "padded": 0, "non_padded": 14150, "fewshots_truncated": 407 } }