{ "config_general": { "start_date": "2024-03-08T12-42-13.451104", "start_time": 1709901734.2938387, "end_time": 1709917307.17858, "total_evaluation_time_seconds": 15572.884741306305, "has_chat_template": false, "chat_type": null, "n_gpus": 1, "accelerate_num_process": null, "model_sha": "3deb0106f72a3a433f0c6ea0cb978bdf14bcd3a6", "model_dtype": "float16", "model_memory_footprint": 26132402176, "model_num_parameters": 13015864320, "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": "lmsys/vicuna-13b-v1.5", "job_id": 307, "model_id": "lmsys/vicuna-13b-v1.5_eval_request_False_float16_Original", "model_base_model": "", "model_weight_type": "Original", "model_revision": "main", "model_private": false, "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)", "model_architectures": "LlamaForCausalLM", "submitted_time": "2024-02-27T16:59:30Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.6367429534187249, "all_grouped_npm": 0.46015130973622337, "all_grouped": { "enem_challenge": 0.5577326801959412, "bluex": 0.4422809457579972, "oab_exams": 0.39954441913439637, "assin2_rte": 0.8705016738481687, "assin2_sts": 0.7373103005646825, "faquad_nli": 0.7042248591130246, "hatebr_offensive": 0.7602114237326661, "portuguese_hate_speech": 0.6806454639271977, "tweetsentbr": 0.5782348144944496 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.5577326801959412, "harness|bluex|bluex|None|3": 0.4422809457579972, "harness|oab_exams|oab_exams|None|3": 0.39954441913439637, "harness|assin2_rte|assin2_rte|None|15": 0.8705016738481687, "harness|assin2_sts|assin2_sts|None|15": 0.7373103005646825, "harness|faquad_nli|faquad_nli|None|15": 0.7042248591130246, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7602114237326661, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.6806454639271977, "harness|tweetsentbr|tweetsentbr|None|25": 0.5782348144944496 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.5577326801959412, "acc,exam_id__2009": 0.48695652173913045, "acc,exam_id__2010": 0.5384615384615384, "acc,exam_id__2023": 0.562962962962963, "acc,exam_id__2014": 0.5963302752293578, "acc,exam_id__2015": 0.5714285714285714, "acc,exam_id__2016": 0.5371900826446281, "acc,exam_id__2017": 0.5603448275862069, "acc,exam_id__2022": 0.5112781954887218, "acc,exam_id__2011": 0.5982905982905983, "acc,exam_id__2012": 0.5948275862068966, "acc,exam_id__2013": 0.5925925925925926, "acc,exam_id__2016_2": 0.5528455284552846, "main_score": 0.5577326801959412 }, "harness|bluex|bluex|None|3": { "acc,all": 0.4422809457579972, "acc,exam_id__USP_2021": 0.34615384615384615, "acc,exam_id__UNICAMP_2021_2": 0.45098039215686275, "acc,exam_id__UNICAMP_2022": 0.5128205128205128, "acc,exam_id__USP_2018": 0.3148148148148148, "acc,exam_id__USP_2022": 0.42857142857142855, "acc,exam_id__USP_2019": 0.5, "acc,exam_id__UNICAMP_2020": 0.38181818181818183, "acc,exam_id__USP_2024": 0.5121951219512195, "acc,exam_id__USP_2020": 0.5, "acc,exam_id__UNICAMP_2024": 0.5333333333333333, "acc,exam_id__UNICAMP_2023": 0.5116279069767442, "acc,exam_id__UNICAMP_2021_1": 0.3695652173913043, "acc,exam_id__UNICAMP_2018": 0.37037037037037035, "acc,exam_id__USP_2023": 0.5227272727272727, "acc,exam_id__UNICAMP_2019": 0.46, "main_score": 0.4422809457579972 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.39954441913439637, "acc,exam_id__2012-08": 0.3375, "acc,exam_id__2014-15": 0.46153846153846156, "acc,exam_id__2016-20": 0.4875, "acc,exam_id__2017-23": 0.425, "acc,exam_id__2011-05": 0.4, "acc,exam_id__2010-01": 0.32941176470588235, "acc,exam_id__2016-19": 0.46153846153846156, "acc,exam_id__2015-18": 0.3375, "acc,exam_id__2017-24": 0.4375, "acc,exam_id__2016-20a": 0.3625, "acc,exam_id__2012-07": 0.3875, "acc,exam_id__2015-16": 0.375, "acc,exam_id__2017-22": 0.4875, "acc,exam_id__2011-03": 0.2222222222222222, "acc,exam_id__2018-25": 0.35, "acc,exam_id__2013-10": 0.3125, "acc,exam_id__2012-06": 0.4625, "acc,exam_id__2012-09": 0.33766233766233766, "acc,exam_id__2015-17": 0.5, "acc,exam_id__2014-13": 0.4, "acc,exam_id__2011-04": 0.3875, "acc,exam_id__2013-12": 0.4375, "acc,exam_id__2010-02": 0.45, "acc,exam_id__2012-06a": 0.375, "acc,exam_id__2014-14": 0.4375, "acc,exam_id__2016-21": 0.4, "acc,exam_id__2013-11": 0.4625, "main_score": 0.39954441913439637 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.8705016738481687, "acc,all": 0.8705065359477124, "main_score": 0.8705016738481687 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.7373103005646825, "mse,all": 0.5552165032679739, "main_score": 0.7373103005646825 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.7042248591130246, "acc,all": 0.78, "main_score": 0.7042248591130246 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.7602114237326661, "acc,all": 0.7707142857142857, "main_score": 0.7602114237326661 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.6806454639271977, "acc,all": 0.699177438307873, "main_score": 0.6806454639271977 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.5782348144944496, "acc,all": 0.6646766169154229, "main_score": 0.5782348144944496 } }, "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": 1, "non_truncated": 1428, "padded": 0, "non_padded": 1429, "fewshots_truncated": 1, "mean_seq_length": 1547.9881035689293, "min_seq_length": 1295, "max_seq_length": 2587, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9993002099370187 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 0, "non_truncated": 719, "padded": 0, "non_padded": 719, "fewshots_truncated": 0, "mean_seq_length": 1668.7426981919332, "min_seq_length": 1302, "max_seq_length": 2428, "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": 1320.4145785876992, "min_seq_length": 1065, "max_seq_length": 1802, "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": 1303.9889705882354, "min_seq_length": 1281, "max_seq_length": 1370, "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": 1527.9889705882354, "min_seq_length": 1505, "max_seq_length": 1594, "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": 1511.1184615384616, "min_seq_length": 1459, "max_seq_length": 1618, "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": 1268.9178571428572, "min_seq_length": 1245, "max_seq_length": 1515, "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": 1760.801410105758, "min_seq_length": 1726, "max_seq_length": 1804, "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": 1527.6845771144278, "min_seq_length": 1506, "max_seq_length": 1645, "max_ctx_length": 2528, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 25.0 } }, "summary_general": { "truncated": 1, "non_truncated": 14149, "padded": 0, "non_padded": 14150, "fewshots_truncated": 1 } }