{ "config_general": { "start_date": "2024-02-22T13-31-58.902845", "start_time": 1708608719.5680888, "end_time": 1708623243.6499374, "total_evaluation_time_seconds": 14524.081848621368, "has_chat_template": true, "chat_type": "user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "f93367f4891f4c081a00d36e19401c27a9dcef1f", "model_dtype": "float16", "model_memory_footprint": 15020343296, "model_num_parameters": 7241732096, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 16, "max_length": 4096, "max_ctx_length": 4064, "max_gen_toks": 32, "model_name": "fernandosola/bluearara-7B", "job_id": 253, "model_id": "fernandosola/bluearara-7B_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🆎 : language adapted models (FP, FT, ...)", "model_architectures": "MistralForCausalLM", "submitted_time": "2024-02-17T01:32:38Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.3935606636087955, "all_grouped_npm": 0.11148954880306625, "all_grouped": { "enem_challenge": 0.18754373687893633, "bluex": 0.22948539638386647, "oab_exams": 0.26013667425968107, "assin2_rte": 0.7104594402253265, "assin2_sts": 0.1302382514093839, "faquad_nli": 0.4396551724137931, "hatebr_offensive": 0.5745222209657356, "portuguese_hate_speech": 0.5425911592707258, "tweetsentbr": 0.4674139206717111 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.18754373687893633, "harness|bluex|bluex|None|3": 0.22948539638386647, "harness|oab_exams|oab_exams|None|3": 0.26013667425968107, "harness|assin2_rte|assin2_rte|None|15": 0.7104594402253265, "harness|assin2_sts|assin2_sts|None|15": 0.1302382514093839, "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.5745222209657356, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5425911592707258, "harness|tweetsentbr|tweetsentbr|None|25": 0.4674139206717111 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.18754373687893633, "acc,exam_id__2016": 0.1652892561983471, "acc,exam_id__2012": 0.2672413793103448, "acc,exam_id__2013": 0.16666666666666666, "acc,exam_id__2010": 0.20512820512820512, "acc,exam_id__2017": 0.1810344827586207, "acc,exam_id__2022": 0.18796992481203006, "acc,exam_id__2009": 0.20869565217391303, "acc,exam_id__2011": 0.19658119658119658, "acc,exam_id__2023": 0.14074074074074075, "acc,exam_id__2014": 0.1743119266055046, "acc,exam_id__2015": 0.17647058823529413, "acc,exam_id__2016_2": 0.18699186991869918, "main_score": 0.18754373687893633 }, "harness|bluex|bluex|None|3": { "acc,all": 0.22948539638386647, "acc,exam_id__USP_2019": 0.2, "acc,exam_id__USP_2021": 0.19230769230769232, "acc,exam_id__UNICAMP_2023": 0.2558139534883721, "acc,exam_id__USP_2023": 0.13636363636363635, "acc,exam_id__UNICAMP_2020": 0.2727272727272727, "acc,exam_id__USP_2024": 0.1951219512195122, "acc,exam_id__UNICAMP_2021_1": 0.1956521739130435, "acc,exam_id__UNICAMP_2021_2": 0.3333333333333333, "acc,exam_id__UNICAMP_2018": 0.25925925925925924, "acc,exam_id__USP_2018": 0.24074074074074073, "acc,exam_id__USP_2020": 0.16071428571428573, "acc,exam_id__UNICAMP_2022": 0.2564102564102564, "acc,exam_id__USP_2022": 0.10204081632653061, "acc,exam_id__UNICAMP_2024": 0.35555555555555557, "acc,exam_id__UNICAMP_2019": 0.28, "main_score": 0.22948539638386647 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.26013667425968107, "acc,exam_id__2011-03": 0.26262626262626265, "acc,exam_id__2014-15": 0.2564102564102564, "acc,exam_id__2011-05": 0.25, "acc,exam_id__2014-14": 0.225, "acc,exam_id__2018-25": 0.2, "acc,exam_id__2015-17": 0.21794871794871795, "acc,exam_id__2015-18": 0.325, "acc,exam_id__2012-07": 0.2625, "acc,exam_id__2014-13": 0.25, "acc,exam_id__2017-24": 0.2375, "acc,exam_id__2012-06a": 0.2625, "acc,exam_id__2013-11": 0.275, "acc,exam_id__2015-16": 0.3375, "acc,exam_id__2017-22": 0.2625, "acc,exam_id__2010-02": 0.23, "acc,exam_id__2016-21": 0.25, "acc,exam_id__2011-04": 0.2375, "acc,exam_id__2016-19": 0.2948717948717949, "acc,exam_id__2013-12": 0.3375, "acc,exam_id__2017-23": 0.275, "acc,exam_id__2013-10": 0.2125, "acc,exam_id__2012-09": 0.2857142857142857, "acc,exam_id__2010-01": 0.27058823529411763, "acc,exam_id__2012-06": 0.2625, "acc,exam_id__2016-20": 0.25, "acc,exam_id__2016-20a": 0.2125, "acc,exam_id__2012-08": 0.2875, "main_score": 0.26013667425968107 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.7104594402253265, "acc,all": 0.7107843137254902, "main_score": 0.7104594402253265 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.1302382514093839, "mse,all": 2.1408771192810456, "main_score": 0.1302382514093839 }, "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": 0.5745222209657356, "acc,all": 0.6314285714285715, "main_score": 0.5745222209657356 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.5425911592707258, "acc,all": 0.7062279670975323, "main_score": 0.5425911592707258 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.4674139206717111, "acc,all": 0.5477611940298508, "main_score": 0.4674139206717111 } }, "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": 1648.039188243527, "min_seq_length": 1382, "max_seq_length": 2646, "max_ctx_length": 4064, "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": 1747.9262865090404, "min_seq_length": 1371, "max_seq_length": 2548, "max_ctx_length": 4064, "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": 1393.764464692483, "min_seq_length": 1127, "max_seq_length": 1896, "max_ctx_length": 4064, "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": 1466.7455065359477, "min_seq_length": 1443, "max_seq_length": 1533, "max_ctx_length": 4064, "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": 1690.7455065359477, "min_seq_length": 1667, "max_seq_length": 1757, "max_ctx_length": 4064, "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": 1706.9876923076922, "min_seq_length": 1651, "max_seq_length": 1827, "max_ctx_length": 4064, "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": 1487.3878571428572, "min_seq_length": 1464, "max_seq_length": 1738, "max_ctx_length": 4064, "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": 1988.3360752056403, "min_seq_length": 1953, "max_seq_length": 2027, "max_ctx_length": 4064, "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": 1734.2492537313433, "min_seq_length": 1713, "max_seq_length": 1829, "max_ctx_length": 4064, "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 } }