{ "config_general": { "start_date": "2024-07-16T18-15-02.013291", "start_time": 1721153913.330828, "end_time": 1721156835.0343144, "total_evaluation_time_seconds": 2921.703486442566, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "503c24156d7682458686a7b5324f7f886e63470d", "model_dtype": "bfloat16", "model_memory_footprint": 17110288384, "model_num_parameters": 7615616512, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:0", "batch_size": 1, "max_length": 2560, "max_ctx_length": 2528, "max_gen_toks": 32, "model_name": "BAAI/Infinity-Instruct-3M-0625-Qwen2-7B", "job_id": 917, "model_id": "BAAI/Infinity-Instruct-3M-0625-Qwen2-7B_eval_request_False_bfloat16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "💬 : chat (RLHF, DPO, IFT, ...)", "model_architectures": "Qwen2ForCausalLM", "submitted_time": "2024-07-16T18:07:10Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.7096622632803392, "all_grouped_npm": 0.5646134085570021, "all_grouped": { "enem_challenge": 0.7179846046186145, "bluex": 0.6063977746870653, "oab_exams": 0.5043280182232346, "assin2_rte": 0.9260247502412066, "assin2_sts": 0.7493063947663584, "faquad_nli": 0.7919477341597589, "hatebr_offensive": 0.7747879604913737, "portuguese_hate_speech": 0.6566388141704343, "tweetsentbr": 0.6595443181650077 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.7179846046186145, "harness|bluex|bluex|None|3": 0.6063977746870653, "harness|oab_exams|oab_exams|None|3": 0.5043280182232346, "harness|assin2_rte|assin2_rte|None|15": 0.9260247502412066, "harness|assin2_sts|assin2_sts|None|15": 0.7493063947663584, "harness|faquad_nli|faquad_nli|None|15": 0.7919477341597589, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7747879604913737, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6566388141704343, "harness|tweetsentbr|tweetsentbr|None|25": 0.6595443181650077 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.7179846046186145, "acc,exam_id__2011": 0.7264957264957265, "acc,exam_id__2010": 0.7692307692307693, "acc,exam_id__2013": 0.6574074074074074, "acc,exam_id__2022": 0.631578947368421, "acc,exam_id__2016_2": 0.7479674796747967, "acc,exam_id__2023": 0.7703703703703704, "acc,exam_id__2009": 0.7391304347826086, "acc,exam_id__2016": 0.6611570247933884, "acc,exam_id__2015": 0.7058823529411765, "acc,exam_id__2012": 0.7068965517241379, "acc,exam_id__2014": 0.7522935779816514, "acc,exam_id__2017": 0.75, "main_score": 0.7179846046186145 }, "harness|bluex|bluex|None|3": { "acc,all": 0.6063977746870653, "acc,exam_id__UNICAMP_2021_1": 0.5434782608695652, "acc,exam_id__UNICAMP_2021_2": 0.5882352941176471, "acc,exam_id__USP_2019": 0.525, "acc,exam_id__USP_2024": 0.7073170731707317, "acc,exam_id__USP_2023": 0.7045454545454546, "acc,exam_id__USP_2022": 0.5102040816326531, "acc,exam_id__USP_2018": 0.5740740740740741, "acc,exam_id__USP_2020": 0.6071428571428571, "acc,exam_id__USP_2021": 0.6538461538461539, "acc,exam_id__UNICAMP_2020": 0.6, "acc,exam_id__UNICAMP_2019": 0.68, "acc,exam_id__UNICAMP_2018": 0.6296296296296297, "acc,exam_id__UNICAMP_2024": 0.5111111111111111, "acc,exam_id__UNICAMP_2023": 0.627906976744186, "acc,exam_id__UNICAMP_2022": 0.6410256410256411, "main_score": 0.6063977746870653 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.5043280182232346, "acc,exam_id__2013-11": 0.5625, "acc,exam_id__2010-02": 0.56, "acc,exam_id__2014-13": 0.4375, "acc,exam_id__2018-25": 0.4375, "acc,exam_id__2012-06a": 0.525, "acc,exam_id__2017-23": 0.475, "acc,exam_id__2016-21": 0.425, "acc,exam_id__2013-10": 0.6, "acc,exam_id__2012-07": 0.4875, "acc,exam_id__2013-12": 0.55, "acc,exam_id__2017-22": 0.475, "acc,exam_id__2015-16": 0.5125, "acc,exam_id__2014-15": 0.5128205128205128, "acc,exam_id__2011-04": 0.4375, "acc,exam_id__2012-06": 0.5625, "acc,exam_id__2011-03": 0.43434343434343436, "acc,exam_id__2015-17": 0.5512820512820513, "acc,exam_id__2016-19": 0.5897435897435898, "acc,exam_id__2014-14": 0.4875, "acc,exam_id__2016-20": 0.55, "acc,exam_id__2017-24": 0.5875, "acc,exam_id__2012-09": 0.4675324675324675, "acc,exam_id__2016-20a": 0.4125, "acc,exam_id__2015-18": 0.5125, "acc,exam_id__2010-01": 0.4117647058823529, "acc,exam_id__2011-05": 0.5375, "acc,exam_id__2012-08": 0.525, "main_score": 0.5043280182232346 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.9260247502412066, "acc,all": 0.926062091503268, "main_score": 0.9260247502412066 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.7493063947663584, "mse,all": 0.5406372549019608, "main_score": 0.7493063947663584 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7919477341597589, "acc,all": 0.8353846153846154, "main_score": 0.7919477341597589 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.7747879604913737, "acc,all": 0.7821428571428571, "main_score": 0.7747879604913737 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6566388141704343, "acc,all": 0.6686251468860165, "main_score": 0.6566388141704343 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.6595443181650077, "acc,all": 0.7149253731343284, "main_score": 0.6595443181650077 } }, "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": 1415.7809657102869, "min_seq_length": 1185, "max_seq_length": 2376, "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": 1495.2378303198886, "min_seq_length": 1175, "max_seq_length": 2146, "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": 1203.888382687927, "min_seq_length": 974, "max_seq_length": 1617, "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": 1307.2818627450981, "min_seq_length": 1288, "max_seq_length": 1369, "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": 1498.2818627450981, "min_seq_length": 1479, "max_seq_length": 1560, "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": 1438.6876923076923, "min_seq_length": 1394, "max_seq_length": 1534, "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": 1245.6992857142857, "min_seq_length": 1227, "max_seq_length": 1466, "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": 1688.62044653349, "min_seq_length": 1658, "max_seq_length": 1722, "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": 1539.0567164179104, "min_seq_length": 1521, "max_seq_length": 1587, "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 } }