{ "config_general": { "start_date": "2024-04-03T05-55-31.957348", "start_time": 1712123734.4924564, "end_time": 1712138493.9363658, "total_evaluation_time_seconds": 14759.443909406662, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "9c76e143c6e9621689ca76e078c465b0dee75eb8", "model_dtype": "float16", "model_memory_footprint": 14624636928, "model_num_parameters": 7295537152, "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": 2016, "max_gen_toks": 32, "model_name": "BAAI/Aquila2-7B", "job_id": 360, "model_id": "BAAI/Aquila2-7B_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "AquilaModel", "submitted_time": "2024-02-05T23:09:07Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.3909446480070469, "all_grouped_npm": 0.09104621132018541, "all_grouped": { "enem_challenge": 0.20573827851644508, "bluex": 0.14464534075104313, "oab_exams": 0.3225512528473804, "assin2_rte": 0.5426094787796916, "assin2_sts": 0.3589709171853071, "faquad_nli": 0.49799737773227726, "hatebr_offensive": 0.642139037433155, "portuguese_hate_speech": 0.5212215320910973, "tweetsentbr": 0.2826286167270258 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.20573827851644508, "harness|bluex|bluex|None|3": 0.14464534075104313, "harness|oab_exams|oab_exams|None|3": 0.3225512528473804, "harness|assin2_rte|assin2_rte|None|15": 0.5426094787796916, "harness|assin2_sts|assin2_sts|None|15": 0.3589709171853071, "harness|faquad_nli|faquad_nli|None|15": 0.49799737773227726, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.642139037433155, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5212215320910973, "harness|tweetsentbr|tweetsentbr|None|25": 0.2826286167270258 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.20573827851644508, "acc,exam_id__2013": 0.2037037037037037, "acc,exam_id__2012": 0.14655172413793102, "acc,exam_id__2015": 0.2184873949579832, "acc,exam_id__2016": 0.15702479338842976, "acc,exam_id__2009": 0.2, "acc,exam_id__2023": 0.2518518518518518, "acc,exam_id__2016_2": 0.22764227642276422, "acc,exam_id__2010": 0.21367521367521367, "acc,exam_id__2014": 0.1834862385321101, "acc,exam_id__2022": 0.24812030075187969, "acc,exam_id__2011": 0.1794871794871795, "acc,exam_id__2017": 0.22413793103448276, "main_score": 0.20573827851644508 }, "harness|bluex|bluex|None|3": { "acc,all": 0.14464534075104313, "acc,exam_id__USP_2021": 0.23076923076923078, "acc,exam_id__USP_2018": 0.1111111111111111, "acc,exam_id__UNICAMP_2023": 0.13953488372093023, "acc,exam_id__USP_2024": 0.07317073170731707, "acc,exam_id__USP_2022": 0.08163265306122448, "acc,exam_id__UNICAMP_2019": 0.2, "acc,exam_id__USP_2020": 0.16071428571428573, "acc,exam_id__UNICAMP_2021_1": 0.1956521739130435, "acc,exam_id__USP_2019": 0.15, "acc,exam_id__UNICAMP_2022": 0.10256410256410256, "acc,exam_id__UNICAMP_2024": 0.2, "acc,exam_id__UNICAMP_2021_2": 0.1568627450980392, "acc,exam_id__UNICAMP_2018": 0.12962962962962962, "acc,exam_id__USP_2023": 0.1590909090909091, "acc,exam_id__UNICAMP_2020": 0.07272727272727272, "main_score": 0.14464534075104313 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.3225512528473804, "acc,exam_id__2011-03": 0.31313131313131315, "acc,exam_id__2011-04": 0.4, "acc,exam_id__2011-05": 0.3375, "acc,exam_id__2016-19": 0.3717948717948718, "acc,exam_id__2017-23": 0.2625, "acc,exam_id__2018-25": 0.275, "acc,exam_id__2012-09": 0.2597402597402597, "acc,exam_id__2017-24": 0.375, "acc,exam_id__2014-14": 0.35, "acc,exam_id__2015-17": 0.3076923076923077, "acc,exam_id__2012-07": 0.275, "acc,exam_id__2016-20": 0.35, "acc,exam_id__2013-11": 0.2875, "acc,exam_id__2016-21": 0.3, "acc,exam_id__2012-06a": 0.3125, "acc,exam_id__2015-18": 0.3625, "acc,exam_id__2012-08": 0.4, "acc,exam_id__2013-12": 0.2125, "acc,exam_id__2012-06": 0.3125, "acc,exam_id__2015-16": 0.3, "acc,exam_id__2013-10": 0.325, "acc,exam_id__2014-13": 0.3375, "acc,exam_id__2010-02": 0.37, "acc,exam_id__2014-15": 0.358974358974359, "acc,exam_id__2016-20a": 0.275, "acc,exam_id__2010-01": 0.32941176470588235, "acc,exam_id__2017-22": 0.3375, "main_score": 0.3225512528473804 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.5426094787796916, "acc,all": 0.6094771241830066, "main_score": 0.5426094787796916 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.3589709171853071, "mse,all": 1.5406331699346407, "main_score": 0.3589709171853071 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.49799737773227726, "acc,all": 0.536923076923077, "main_score": 0.49799737773227726 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.642139037433155, "acc,all": 0.6585714285714286, "main_score": 0.642139037433155 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.5212215320910973, "acc,all": 0.7062279670975323, "main_score": 0.5212215320910973 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.2826286167270258, "acc,all": 0.33034825870646767, "main_score": 0.2826286167270258 } }, "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": 19, "non_truncated": 1410, "padded": 0, "non_padded": 1429, "fewshots_truncated": 21, "mean_seq_length": 1583.3911826452065, "min_seq_length": 1326, "max_seq_length": 2540, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.985304408677397 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 31, "non_truncated": 688, "padded": 0, "non_padded": 719, "fewshots_truncated": 43, "mean_seq_length": 1659.4408901251738, "min_seq_length": 1286, "max_seq_length": 2449, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9401947148817804 }, "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": 1364.75854214123, "min_seq_length": 1097, "max_seq_length": 1844, "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": 1394.0187908496732, "min_seq_length": 1371, "max_seq_length": 1461, "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": 1529.0187908496732, "min_seq_length": 1506, "max_seq_length": 1596, "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": 1600.3892307692308, "min_seq_length": 1545, "max_seq_length": 1715, "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": 1304.9485714285715, "min_seq_length": 1281, "max_seq_length": 1553, "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": 1794.081081081081, "min_seq_length": 1759, "max_seq_length": 1829, "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": 1500.6338308457712, "min_seq_length": 1480, "max_seq_length": 1559, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 50, "non_truncated": 14100, "padded": 0, "non_padded": 14150, "fewshots_truncated": 64 } }