{ "config_general": { "start_date": "2024-10-23T02-54-02.753983", "start_time": 1729652043.4563313, "end_time": 1729668031.5887609, "total_evaluation_time_seconds": 15988.132429599762, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "c059b331384acdc0071575cd41685ded1bf38778", "model_dtype": "bfloat16", "model_memory_footprint": 17135026176, "model_num_parameters": 8492011520, "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": 2560, "max_ctx_length": 2528, "max_gen_toks": 32, "model_name": "BAAI/Emu3-Gen", "job_id": 1239, "model_id": "BAAI/Emu3-Gen_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🔶 : fine-tuned/fp on domain-specific datasets", "model_architectures": "Emu3ForCausalLM", "submitted_time": "2024-10-21T21:11:31Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.1653569409463324, "all_grouped_npm": -0.30307735521833923, "all_grouped": { "enem_challenge": 0.19384184744576627, "bluex": 0.19471488178025034, "oab_exams": 0.23735763097949886, "assin2_rte": 0.0, "assin2_sts": 0.04718167761792302, "faquad_nli": 0.0, "hatebr_offensive": 0.4333858584779487, "portuguese_hate_speech": 0.23104388244535695, "tweetsentbr": 0.1506866897702477 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.19384184744576627, "harness|bluex|bluex|None|3": 0.19471488178025034, "harness|oab_exams|oab_exams|None|3": 0.23735763097949886, "harness|assin2_rte|assin2_rte|None|15": 0.0, "harness|assin2_sts|assin2_sts|None|15": 0.04718167761792302, "harness|faquad_nli|faquad_nli|None|15": 0.0, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.4333858584779487, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.23104388244535695, "harness|tweetsentbr|tweetsentbr|None|25": 0.1506866897702477 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.19384184744576627, "acc,exam_id__2010": 0.21367521367521367, "acc,exam_id__2015": 0.14285714285714285, "acc,exam_id__2016": 0.19008264462809918, "acc,exam_id__2014": 0.23853211009174313, "acc,exam_id__2012": 0.1810344827586207, "acc,exam_id__2016_2": 0.2032520325203252, "acc,exam_id__2023": 0.2222222222222222, "acc,exam_id__2022": 0.18796992481203006, "acc,exam_id__2011": 0.18803418803418803, "acc,exam_id__2017": 0.21551724137931033, "acc,exam_id__2013": 0.19444444444444445, "acc,exam_id__2009": 0.14782608695652175, "main_score": 0.19384184744576627 }, "harness|bluex|bluex|None|3": { "acc,all": 0.19471488178025034, "acc,exam_id__UNICAMP_2021_1": 0.2826086956521739, "acc,exam_id__USP_2018": 0.12962962962962962, "acc,exam_id__UNICAMP_2020": 0.16363636363636364, "acc,exam_id__UNICAMP_2021_2": 0.19607843137254902, "acc,exam_id__UNICAMP_2024": 0.17777777777777778, "acc,exam_id__USP_2023": 0.11363636363636363, "acc,exam_id__USP_2020": 0.21428571428571427, "acc,exam_id__UNICAMP_2018": 0.18518518518518517, "acc,exam_id__USP_2024": 0.12195121951219512, "acc,exam_id__UNICAMP_2023": 0.3023255813953488, "acc,exam_id__USP_2019": 0.25, "acc,exam_id__USP_2021": 0.21153846153846154, "acc,exam_id__USP_2022": 0.1836734693877551, "acc,exam_id__UNICAMP_2022": 0.23076923076923078, "acc,exam_id__UNICAMP_2019": 0.18, "main_score": 0.19471488178025034 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.23735763097949886, "acc,exam_id__2013-10": 0.275, "acc,exam_id__2011-04": 0.2375, "acc,exam_id__2013-11": 0.2625, "acc,exam_id__2017-22": 0.2, "acc,exam_id__2015-17": 0.2564102564102564, "acc,exam_id__2015-18": 0.275, "acc,exam_id__2010-01": 0.2235294117647059, "acc,exam_id__2012-08": 0.2375, "acc,exam_id__2014-14": 0.25, "acc,exam_id__2016-20a": 0.275, "acc,exam_id__2017-23": 0.2125, "acc,exam_id__2014-13": 0.25, "acc,exam_id__2016-19": 0.23076923076923078, "acc,exam_id__2012-09": 0.19480519480519481, "acc,exam_id__2017-24": 0.275, "acc,exam_id__2015-16": 0.2375, "acc,exam_id__2011-05": 0.2375, "acc,exam_id__2016-21": 0.225, "acc,exam_id__2018-25": 0.325, "acc,exam_id__2016-20": 0.15, "acc,exam_id__2010-02": 0.26, "acc,exam_id__2013-12": 0.2875, "acc,exam_id__2012-06a": 0.1875, "acc,exam_id__2014-15": 0.1794871794871795, "acc,exam_id__2011-03": 0.21212121212121213, "acc,exam_id__2012-06": 0.2375, "acc,exam_id__2012-07": 0.2125, "main_score": 0.23735763097949886 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.0, "acc,all": 0.0, "main_score": 0.0 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.04718167761792302, "mse,all": 5.444352709968503, "main_score": 0.04718167761792302 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.0, "acc,all": 0.0, "main_score": 0.0 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.4333858584779487, "acc,all": 0.43714285714285717, "main_score": 0.4333858584779487 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.23104388244535695, "acc,all": 0.2984723854289072, "main_score": 0.23104388244535695 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.1506866897702477, "acc,all": 0.29203980099502486, "main_score": 0.1506866897702477 } }, "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": 0, "non_truncated": 1429, "padded": 0, "non_padded": 1429, "fewshots_truncated": 0, "mean_seq_length": 1375.7809657102869, "min_seq_length": 1145, "max_seq_length": 2336, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 3.0 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 0, "non_truncated": 719, "padded": 0, "non_padded": 719, "fewshots_truncated": 0, "mean_seq_length": 1455.2378303198886, "min_seq_length": 1135, "max_seq_length": 2106, "max_ctx_length": 2528, "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": 1163.888382687927, "min_seq_length": 934, "max_seq_length": 1577, "max_ctx_length": 2528, "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": 1159.2818627450981, "min_seq_length": 1140, "max_seq_length": 1221, "max_ctx_length": 2528, "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": 1365.2818627450981, "min_seq_length": 1346, "max_seq_length": 1427, "max_ctx_length": 2528, "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": 1290.6876923076923, "min_seq_length": 1246, "max_seq_length": 1386, "max_ctx_length": 2528, "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": 1007.6992857142857, "min_seq_length": 989, "max_seq_length": 1228, "max_ctx_length": 2528, "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": 1450.62044653349, "min_seq_length": 1420, "max_seq_length": 1484, "max_ctx_length": 2528, "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": 1301.0567164179104, "min_seq_length": 1283, "max_seq_length": 1349, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 0, "non_truncated": 14150, "padded": 0, "non_padded": 14150, "fewshots_truncated": 0 } }