{ "config_general": { "start_date": "2024-03-04T06-00-26.904208", "start_time": 1709532027.821552, "end_time": 1709545241.1762466, "total_evaluation_time_seconds": 13213.354694604874, "has_chat_template": false, "chat_type": null, "n_gpus": 2, "accelerate_num_process": null, "model_sha": "2b1edcdb3c7ced7bce6c1aa75c94545777c3118b", "model_dtype": "float16", "model_memory_footprint": 65125011456, "model_num_parameters": 32528943616, "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": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "huggyllama/llama-30b", "job_id": 289, "model_id": "huggyllama/llama-30b_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "🟢 : pretrained", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-02-05T23:05:30Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.5967608935766783, "all_grouped_npm": 0.3848156782676072, "all_grouped": { "enem_challenge": 0.6130160951714486, "bluex": 0.5187760778859527, "oab_exams": 0.4191343963553531, "assin2_rte": 0.7293812533558872, "assin2_sts": 0.6049405695262198, "faquad_nli": 0.519508339133766, "hatebr_offensive": 0.6823108859287468, "portuguese_hate_speech": 0.6828759020466106, "tweetsentbr": 0.6009045227861195 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6130160951714486, "harness|bluex|bluex|None|3": 0.5187760778859527, "harness|oab_exams|oab_exams|None|3": 0.4191343963553531, "harness|assin2_rte|assin2_rte|None|15": 0.7293812533558872, "harness|assin2_sts|assin2_sts|None|15": 0.6049405695262198, "harness|faquad_nli|faquad_nli|None|15": 0.519508339133766, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.6823108859287468, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6828759020466106, "harness|tweetsentbr|tweetsentbr|None|25": 0.6009045227861195 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6130160951714486, "acc,exam_id__2016_2": 0.5853658536585366, "acc,exam_id__2022": 0.6090225563909775, "acc,exam_id__2016": 0.5289256198347108, "acc,exam_id__2010": 0.6666666666666666, "acc,exam_id__2009": 0.5826086956521739, "acc,exam_id__2015": 0.6302521008403361, "acc,exam_id__2013": 0.5740740740740741, "acc,exam_id__2012": 0.6293103448275862, "acc,exam_id__2017": 0.603448275862069, "acc,exam_id__2011": 0.6752136752136753, "acc,exam_id__2023": 0.6518518518518519, "acc,exam_id__2014": 0.6146788990825688, "main_score": 0.6130160951714486 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5187760778859527, "acc,exam_id__USP_2020": 0.6071428571428571, "acc,exam_id__UNICAMP_2019": 0.52, "acc,exam_id__UNICAMP_2020": 0.5636363636363636, "acc,exam_id__USP_2019": 0.475, "acc,exam_id__USP_2022": 0.4897959183673469, "acc,exam_id__UNICAMP_2023": 0.627906976744186, "acc,exam_id__UNICAMP_2022": 0.5641025641025641, "acc,exam_id__USP_2021": 0.4230769230769231, "acc,exam_id__UNICAMP_2018": 0.4074074074074074, "acc,exam_id__USP_2018": 0.48148148148148145, "acc,exam_id__UNICAMP_2021_2": 0.45098039215686275, "acc,exam_id__USP_2023": 0.5681818181818182, "acc,exam_id__UNICAMP_2024": 0.6222222222222222, "acc,exam_id__UNICAMP_2021_1": 0.391304347826087, "acc,exam_id__USP_2024": 0.6341463414634146, "main_score": 0.5187760778859527 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.4191343963553531, "acc,exam_id__2014-14": 0.5, "acc,exam_id__2015-18": 0.4375, "acc,exam_id__2010-01": 0.4, "acc,exam_id__2012-06a": 0.475, "acc,exam_id__2012-09": 0.2597402597402597, "acc,exam_id__2013-12": 0.4375, "acc,exam_id__2016-19": 0.5256410256410257, "acc,exam_id__2012-07": 0.4125, "acc,exam_id__2014-13": 0.4125, "acc,exam_id__2015-17": 0.48717948717948717, "acc,exam_id__2011-04": 0.3125, "acc,exam_id__2018-25": 0.3625, "acc,exam_id__2010-02": 0.39, "acc,exam_id__2014-15": 0.47435897435897434, "acc,exam_id__2015-16": 0.3875, "acc,exam_id__2016-20": 0.4625, "acc,exam_id__2016-20a": 0.325, "acc,exam_id__2013-10": 0.4625, "acc,exam_id__2011-03": 0.3838383838383838, "acc,exam_id__2017-24": 0.425, "acc,exam_id__2017-22": 0.55, "acc,exam_id__2011-05": 0.3875, "acc,exam_id__2012-08": 0.425, "acc,exam_id__2012-06": 0.45, "acc,exam_id__2013-11": 0.3875, "acc,exam_id__2017-23": 0.3875, "acc,exam_id__2016-21": 0.4125, "main_score": 0.4191343963553531 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.7293812533558872, "acc,all": 0.7426470588235294, "main_score": 0.7293812533558872 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.6049405695262198, "mse,all": 1.0230514705882354, "main_score": 0.6049405695262198 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.519508339133766, "acc,all": 0.7892307692307692, "main_score": 0.519508339133766 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.6823108859287468, "acc,all": 0.7078571428571429, "main_score": 0.6823108859287468 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6828759020466106, "acc,all": 0.7038777908343126, "main_score": 0.6828759020466106 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.6009045227861195, "acc,all": 0.6800995024875622, "main_score": 0.6009045227861195 } }, "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": 13, "non_truncated": 1416, "padded": 0, "non_padded": 1429, "fewshots_truncated": 15, "mean_seq_length": 1547.9881035689293, "min_seq_length": 1295, "max_seq_length": 2587, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9895031490552832 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 34, "non_truncated": 685, "padded": 0, "non_padded": 719, "fewshots_truncated": 47, "mean_seq_length": 1668.7426981919332, "min_seq_length": 1302, "max_seq_length": 2428, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.934631432545202 }, "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": 1320.4145785876992, "min_seq_length": 1065, "max_seq_length": 1802, "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": 1303.9889705882354, "min_seq_length": 1281, "max_seq_length": 1370, "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": 1527.9889705882354, "min_seq_length": 1505, "max_seq_length": 1594, "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": 1511.1184615384616, "min_seq_length": 1459, "max_seq_length": 1618, "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": 1268.9178571428572, "min_seq_length": 1245, "max_seq_length": 1515, "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": 1760.801410105758, "min_seq_length": 1726, "max_seq_length": 1804, "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": 1527.6845771144278, "min_seq_length": 1506, "max_seq_length": 1645, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 47, "non_truncated": 14103, "padded": 0, "non_padded": 14150, "fewshots_truncated": 62 } }