{ "config_general": { "start_date": "2024-09-14T01-41-22.714563", "start_time": 1726278083.4805279, "end_time": 1726281432.005137, "total_evaluation_time_seconds": 3348.5246090888977, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "010aaa14a6c75a95245f63716c13d99e9e0bfb05", "model_dtype": "float16", "model_memory_footprint": 16060530944, "model_num_parameters": 8030261248, "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": 2560, "max_ctx_length": 2528, "max_gen_toks": 32, "model_name": "EpistemeAI2/Fireball-Alpaca-Llama-3.1-8B-Instruct-KTO-beta", "job_id": 1067, "model_id": "EpistemeAI2/Fireball-Alpaca-Llama-3.1-8B-Instruct-KTO-beta_eval_request_010aaa1_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "010aaa14a6c75a95245f63716c13d99e9e0bfb05", "model_private": false, "model_type": "💬 : chat (RLHF, DPO, IFT, ...)", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-09-13T04:34:01Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.7065927501193591, "all_grouped_npm": 0.5623448783739575, "all_grouped": { "enem_challenge": 0.6836948915325403, "bluex": 0.5674547983310153, "oab_exams": 0.49430523917995445, "assin2_rte": 0.9289006399663491, "assin2_sts": 0.790665703097916, "faquad_nli": 0.7262640413225272, "hatebr_offensive": 0.8542568542568543, "portuguese_hate_speech": 0.6666289435197437, "tweetsentbr": 0.6471636398673315 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.6836948915325403, "harness|bluex|bluex|None|3": 0.5674547983310153, "harness|oab_exams|oab_exams|None|3": 0.49430523917995445, "harness|assin2_rte|assin2_rte|None|15": 0.9289006399663491, "harness|assin2_sts|assin2_sts|None|15": 0.790665703097916, "harness|faquad_nli|faquad_nli|None|15": 0.7262640413225272, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.8542568542568543, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6666289435197437, "harness|tweetsentbr|tweetsentbr|None|25": 0.6471636398673315 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.6836948915325403, "acc,exam_id__2013": 0.6481481481481481, "acc,exam_id__2016_2": 0.6260162601626016, "acc,exam_id__2023": 0.7333333333333333, "acc,exam_id__2014": 0.6422018348623854, "acc,exam_id__2016": 0.6528925619834711, "acc,exam_id__2009": 0.6869565217391305, "acc,exam_id__2010": 0.717948717948718, "acc,exam_id__2011": 0.7350427350427351, "acc,exam_id__2022": 0.6541353383458647, "acc,exam_id__2017": 0.7068965517241379, "acc,exam_id__2015": 0.7058823529411765, "acc,exam_id__2012": 0.6896551724137931, "main_score": 0.6836948915325403 }, "harness|bluex|bluex|None|3": { "acc,all": 0.5674547983310153, "acc,exam_id__UNICAMP_2022": 0.5897435897435898, "acc,exam_id__UNICAMP_2020": 0.5818181818181818, "acc,exam_id__USP_2022": 0.5306122448979592, "acc,exam_id__UNICAMP_2019": 0.54, "acc,exam_id__USP_2019": 0.525, "acc,exam_id__UNICAMP_2024": 0.6666666666666666, "acc,exam_id__UNICAMP_2018": 0.5185185185185185, "acc,exam_id__UNICAMP_2023": 0.6744186046511628, "acc,exam_id__USP_2023": 0.6363636363636364, "acc,exam_id__USP_2018": 0.5, "acc,exam_id__USP_2024": 0.5365853658536586, "acc,exam_id__USP_2021": 0.6346153846153846, "acc,exam_id__UNICAMP_2021_2": 0.47058823529411764, "acc,exam_id__UNICAMP_2021_1": 0.5652173913043478, "acc,exam_id__USP_2020": 0.5714285714285714, "main_score": 0.5674547983310153 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.49430523917995445, "acc,exam_id__2013-10": 0.4875, "acc,exam_id__2017-23": 0.5, "acc,exam_id__2011-04": 0.4, "acc,exam_id__2016-20": 0.5625, "acc,exam_id__2012-06a": 0.575, "acc,exam_id__2010-02": 0.49, "acc,exam_id__2016-20a": 0.475, "acc,exam_id__2015-17": 0.6282051282051282, "acc,exam_id__2012-07": 0.5125, "acc,exam_id__2011-05": 0.4625, "acc,exam_id__2015-18": 0.4625, "acc,exam_id__2010-01": 0.3764705882352941, "acc,exam_id__2016-19": 0.48717948717948717, "acc,exam_id__2014-15": 0.6025641025641025, "acc,exam_id__2012-06": 0.475, "acc,exam_id__2012-08": 0.5375, "acc,exam_id__2013-11": 0.5125, "acc,exam_id__2012-09": 0.45454545454545453, "acc,exam_id__2011-03": 0.4444444444444444, "acc,exam_id__2017-24": 0.5125, "acc,exam_id__2018-25": 0.4375, "acc,exam_id__2017-22": 0.4875, "acc,exam_id__2016-21": 0.425, "acc,exam_id__2013-12": 0.5375, "acc,exam_id__2015-16": 0.5125, "acc,exam_id__2014-13": 0.4125, "acc,exam_id__2014-14": 0.6, "main_score": 0.49430523917995445 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9289006399663491, "acc,all": 0.928921568627451, "main_score": 0.9289006399663491 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.790665703097916, "mse,all": 0.5121323529411765, "main_score": 0.790665703097916 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7262640413225272, "acc,all": 0.7738461538461539, "main_score": 0.7262640413225272 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.8542568542568543, "acc,all": 0.8557142857142858, "main_score": 0.8542568542568543 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6666289435197437, "acc,all": 0.6827262044653349, "main_score": 0.6666289435197437 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.6471636398673315, "acc,all": 0.7069651741293532, "main_score": 0.6471636398673315 } }, "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": 1432.3547935619315, "min_seq_length": 1207, "max_seq_length": 2360, "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": 1504.769123783032, "min_seq_length": 1185, "max_seq_length": 2154, "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": 1240.3772209567198, "min_seq_length": 1008, "max_seq_length": 1674, "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": 1338.5322712418301, "min_seq_length": 1319, "max_seq_length": 1402, "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": 1529.5322712418301, "min_seq_length": 1510, "max_seq_length": 1593, "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": 1467.8215384615385, "min_seq_length": 1422, "max_seq_length": 1564, "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": 1299.3878571428572, "min_seq_length": 1279, "max_seq_length": 1518, "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": 1696.4195064629848, "min_seq_length": 1666, "max_seq_length": 1728, "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": 1557.1537313432837, "min_seq_length": 1540, "max_seq_length": 1605, "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 } }