{ "config_general": { "start_date": "2024-11-02T01-41-08.746459", "start_time": 1730511669.4328306, "end_time": 1730520399.887763, "total_evaluation_time_seconds": 8730.454932451248, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "bf95756da69fc16adb0450bb7e287eba56741973", "model_dtype": "bfloat16", "model_memory_footprint": 18483433472, "model_num_parameters": 9241705984, "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": "Delta-Vector/Odin-9B", "job_id": 1250, "model_id": "Delta-Vector/Odin-9B_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": "Gemma2ForCausalLM", "submitted_time": "2024-10-29T07:16:16Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.2895097076584834, "all_grouped_npm": -0.06288917175067155, "all_grouped": { "enem_challenge": 0.19454163750874737, "bluex": 0.19888734353268428, "oab_exams": 0.23143507972665148, "assin2_rte": 0.42999722804440965, "assin2_sts": 0.005347618883489636, "faquad_nli": 0.4396551724137931, "hatebr_offensive": 0.47852043543078954, "portuguese_hate_speech": 0.41984117071546034, "tweetsentbr": 0.20736168267032465 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.19454163750874737, "harness|bluex|bluex|None|3": 0.19888734353268428, "harness|oab_exams|oab_exams|None|3": 0.23143507972665148, "harness|assin2_rte|assin2_rte|None|15": 0.42999722804440965, "harness|assin2_sts|assin2_sts|None|15": 0.005347618883489636, "harness|faquad_nli|faquad_nli|None|15": 0.4396551724137931, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.47852043543078954, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.41984117071546034, "harness|tweetsentbr|tweetsentbr|None|25": 0.20736168267032465 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.19454163750874737, "acc,exam_id__2011": 0.21367521367521367, "acc,exam_id__2023": 0.14814814814814814, "acc,exam_id__2010": 0.20512820512820512, "acc,exam_id__2009": 0.21739130434782608, "acc,exam_id__2016": 0.17355371900826447, "acc,exam_id__2016_2": 0.1951219512195122, "acc,exam_id__2013": 0.17592592592592593, "acc,exam_id__2017": 0.19827586206896552, "acc,exam_id__2022": 0.18796992481203006, "acc,exam_id__2012": 0.28448275862068967, "acc,exam_id__2014": 0.1834862385321101, "acc,exam_id__2015": 0.15966386554621848, "main_score": 0.19454163750874737 }, "harness|bluex|bluex|None|3": { "acc,all": 0.19888734353268428, "acc,exam_id__UNICAMP_2020": 0.23636363636363636, "acc,exam_id__USP_2020": 0.125, "acc,exam_id__USP_2018": 0.2037037037037037, "acc,exam_id__UNICAMP_2019": 0.2, "acc,exam_id__UNICAMP_2022": 0.23076923076923078, "acc,exam_id__USP_2019": 0.15, "acc,exam_id__USP_2021": 0.1346153846153846, "acc,exam_id__USP_2023": 0.1590909090909091, "acc,exam_id__UNICAMP_2021_1": 0.1956521739130435, "acc,exam_id__UNICAMP_2021_2": 0.21568627450980393, "acc,exam_id__USP_2024": 0.21951219512195122, "acc,exam_id__UNICAMP_2024": 0.24444444444444444, "acc,exam_id__UNICAMP_2018": 0.2037037037037037, "acc,exam_id__UNICAMP_2023": 0.20930232558139536, "acc,exam_id__USP_2022": 0.2653061224489796, "main_score": 0.19888734353268428 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.23143507972665148, "acc,exam_id__2011-03": 0.2727272727272727, "acc,exam_id__2011-04": 0.2125, "acc,exam_id__2012-06": 0.25, "acc,exam_id__2012-09": 0.19480519480519481, "acc,exam_id__2013-10": 0.275, "acc,exam_id__2016-20a": 0.2625, "acc,exam_id__2012-07": 0.2, "acc,exam_id__2010-02": 0.22, "acc,exam_id__2018-25": 0.1875, "acc,exam_id__2012-08": 0.1875, "acc,exam_id__2014-13": 0.275, "acc,exam_id__2017-23": 0.275, "acc,exam_id__2017-24": 0.225, "acc,exam_id__2016-21": 0.25, "acc,exam_id__2013-11": 0.175, "acc,exam_id__2017-22": 0.2125, "acc,exam_id__2015-17": 0.21794871794871795, "acc,exam_id__2010-01": 0.25882352941176473, "acc,exam_id__2011-05": 0.175, "acc,exam_id__2015-16": 0.2, "acc,exam_id__2014-15": 0.20512820512820512, "acc,exam_id__2013-12": 0.225, "acc,exam_id__2016-19": 0.2948717948717949, "acc,exam_id__2016-20": 0.2875, "acc,exam_id__2012-06a": 0.2125, "acc,exam_id__2014-14": 0.2125, "acc,exam_id__2015-18": 0.275, "main_score": 0.23143507972665148 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.42999722804440965, "acc,all": 0.5110294117647058, "main_score": 0.42999722804440965 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.005347618883489636, "mse,all": 2.0976824353547605, "main_score": 0.005347618883489636 }, "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": 0.47852043543078954, "acc,all": 0.5264285714285715, "main_score": 0.47852043543078954 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.41984117071546034, "acc,all": 0.6921269095182139, "main_score": 0.41984117071546034 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.20736168267032465, "acc,all": 0.45124378109452734, "main_score": 0.20736168267032465 } }, "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": 1253.8278516445066, "min_seq_length": 1057, "max_seq_length": 2100, "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": 1411.4464534075105, "min_seq_length": 1118, "max_seq_length": 2031, "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": 1025.4004555808656, "min_seq_length": 829, "max_seq_length": 1360, "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": 1154.8839869281046, "min_seq_length": 1140, "max_seq_length": 1197, "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": 1348.8839869281046, "min_seq_length": 1334, "max_seq_length": 1391, "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": 1240.1338461538462, "min_seq_length": 1202, "max_seq_length": 1313, "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": 1132.505, "min_seq_length": 1117, "max_seq_length": 1321, "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": 1508.13866039953, "min_seq_length": 1480, "max_seq_length": 1539, "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": 1337.9791044776118, "min_seq_length": 1323, "max_seq_length": 1380, "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 } }