{ "config_general": { "start_date": "2024-04-13T19-34-44.726389", "start_time": 1713036886.6561093, "end_time": 1713065660.8971257, "total_evaluation_time_seconds": 28774.24101638794, "has_chat_template": true, "chat_type": "system_user_assistant", "n_gpus": 1, "accelerate_num_process": null, "model_sha": "38905c4c82025f045cf6e64fdc0070c807ea4a1b", "model_dtype": "float16", "model_memory_footprint": 12487168064, "model_num_parameters": 6243584000, "model_is_loaded_in_4bit": null, "model_is_loaded_in_8bit": null, "model_is_quantized": null, "model_device": "cuda:6", "batch_size": 16, "max_length": 2048, "max_ctx_length": 2016, "max_gen_toks": 32, "model_name": "THUDM/chatglm3-6b-128k", "job_id": 445, "model_id": "THUDM/chatglm3-6b-128k_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": "ChatGLMModel", "submitted_time": "2024-04-05T13:04:28Z", "lm_eval_model_type": "huggingface", "eval_version": "1.1.0" }, "results": { "all_grouped_average": 0.48976951803775864, "all_grouped_npm": 0.22974309154046108, "all_grouped": { "enem_challenge": 0.4443666899930021, "bluex": 0.35465924895688455, "oab_exams": 0.3603644646924829, "assin2_rte": 0.8524446885244803, "assin2_sts": 0.470502655043515, "faquad_nli": 0.47388795045045046, "hatebr_offensive": 0.7018017316691318, "portuguese_hate_speech": 0.29552669382929886, "tweetsentbr": 0.4543715391805816 }, "all": { "harness|enem_challenge|enem_challenge|None|3": 0.4443666899930021, "harness|bluex|bluex|None|3": 0.35465924895688455, "harness|oab_exams|oab_exams|None|3": 0.3603644646924829, "harness|assin2_rte|assin2_rte|None|15": 0.8524446885244803, "harness|assin2_sts|assin2_sts|None|15": 0.470502655043515, "harness|faquad_nli|faquad_nli|None|15": 0.47388795045045046, "harness|hatebr_offensive|hatebr_offensive|None|25": 0.7018017316691318, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.29552669382929886, "harness|tweetsentbr|tweetsentbr|None|25": 0.4543715391805816 }, "harness|enem_challenge|enem_challenge|None|3": { "acc,all": 0.4443666899930021, "acc,exam_id__2017": 0.41379310344827586, "acc,exam_id__2009": 0.4, "acc,exam_id__2014": 0.5137614678899083, "acc,exam_id__2012": 0.49137931034482757, "acc,exam_id__2010": 0.5213675213675214, "acc,exam_id__2022": 0.45864661654135336, "acc,exam_id__2016": 0.4297520661157025, "acc,exam_id__2016_2": 0.4065040650406504, "acc,exam_id__2011": 0.452991452991453, "acc,exam_id__2013": 0.3888888888888889, "acc,exam_id__2023": 0.45925925925925926, "acc,exam_id__2015": 0.3949579831932773, "main_score": 0.4443666899930021 }, "harness|bluex|bluex|None|3": { "acc,all": 0.35465924895688455, "acc,exam_id__USP_2019": 0.35, "acc,exam_id__USP_2023": 0.38636363636363635, "acc,exam_id__UNICAMP_2023": 0.37209302325581395, "acc,exam_id__USP_2021": 0.2692307692307692, "acc,exam_id__USP_2024": 0.36585365853658536, "acc,exam_id__UNICAMP_2019": 0.26, "acc,exam_id__UNICAMP_2021_2": 0.4117647058823529, "acc,exam_id__UNICAMP_2022": 0.46153846153846156, "acc,exam_id__UNICAMP_2021_1": 0.34782608695652173, "acc,exam_id__USP_2018": 0.35185185185185186, "acc,exam_id__UNICAMP_2024": 0.4444444444444444, "acc,exam_id__USP_2020": 0.39285714285714285, "acc,exam_id__USP_2022": 0.24489795918367346, "acc,exam_id__UNICAMP_2020": 0.38181818181818183, "acc,exam_id__UNICAMP_2018": 0.3148148148148148, "main_score": 0.35465924895688455 }, "harness|oab_exams|oab_exams|None|3": { "acc,all": 0.3603644646924829, "acc,exam_id__2016-20a": 0.2625, "acc,exam_id__2014-15": 0.358974358974359, "acc,exam_id__2010-01": 0.3411764705882353, "acc,exam_id__2013-12": 0.3875, "acc,exam_id__2012-06a": 0.3875, "acc,exam_id__2017-22": 0.3875, "acc,exam_id__2017-23": 0.3625, "acc,exam_id__2014-13": 0.3625, "acc,exam_id__2015-18": 0.3, "acc,exam_id__2012-08": 0.325, "acc,exam_id__2012-09": 0.33766233766233766, "acc,exam_id__2015-17": 0.4358974358974359, "acc,exam_id__2018-25": 0.375, "acc,exam_id__2011-03": 0.30303030303030304, "acc,exam_id__2016-19": 0.44871794871794873, "acc,exam_id__2011-05": 0.4125, "acc,exam_id__2013-10": 0.3125, "acc,exam_id__2016-21": 0.3875, "acc,exam_id__2011-04": 0.3125, "acc,exam_id__2016-20": 0.3375, "acc,exam_id__2010-02": 0.4, "acc,exam_id__2012-06": 0.3375, "acc,exam_id__2017-24": 0.3125, "acc,exam_id__2012-07": 0.45, "acc,exam_id__2015-16": 0.3125, "acc,exam_id__2013-11": 0.4125, "acc,exam_id__2014-14": 0.375, "main_score": 0.3603644646924829 }, "harness|assin2_rte|assin2_rte|None|15": { "f1_macro,all": 0.8524446885244803, "acc,all": 0.8529411764705882, "main_score": 0.8524446885244803 }, "harness|assin2_sts|assin2_sts|None|15": { "pearson,all": 0.470502655043515, "mse,all": 1.5171048611111109, "main_score": 0.470502655043515 }, "harness|faquad_nli|faquad_nli|None|15": { "f1_macro,all": 0.47388795045045046, "acc,all": 0.7876923076923077, "main_score": 0.47388795045045046 }, "harness|hatebr_offensive|hatebr_offensive|None|25": { "f1_macro,all": 0.7018017316691318, "acc,all": 0.7185714285714285, "main_score": 0.7018017316691318 }, "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": { "f1_macro,all": 0.29552669382929886, "acc,all": 0.3384253819036428, "main_score": 0.29552669382929886 }, "harness|tweetsentbr|tweetsentbr|None|25": { "f1_macro,all": 0.4543715391805816, "acc,all": 0.5482587064676617, "main_score": 0.4543715391805816 } }, "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": 109, "non_truncated": 1320, "padded": 0, "non_padded": 1429, "fewshots_truncated": 113, "mean_seq_length": 1760.4023792862142, "min_seq_length": 1479, "max_seq_length": 2777, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.920923722883135 }, "harness|bluex|bluex|None|3": { "sample_size": 719, "truncated": 190, "non_truncated": 529, "padded": 0, "non_padded": 719, "fewshots_truncated": 253, "mean_seq_length": 1874.538247566064, "min_seq_length": 1477, "max_seq_length": 2717, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.6481223922114046 }, "harness|oab_exams|oab_exams|None|3": { "sample_size": 2195, "truncated": 1, "non_truncated": 2194, "padded": 0, "non_padded": 2195, "fewshots_truncated": 1, "mean_seq_length": 1517.1808656036446, "min_seq_length": 1232, "max_seq_length": 2043, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 3.0, "mean_effective_fewshot_size": 2.9995444191343963 }, "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": 1639.0506535947713, "min_seq_length": 1615, "max_seq_length": 1709, "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": 1844.0506535947713, "min_seq_length": 1820, "max_seq_length": 1914, "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": 1850.8892307692308, "min_seq_length": 1792, "max_seq_length": 1972, "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": 1685.5421428571428, "min_seq_length": 1660, "max_seq_length": 1952, "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": 851, "non_truncated": 0, "padded": 0, "non_padded": 851, "fewshots_truncated": 1743, "mean_seq_length": 2191.6580493537017, "min_seq_length": 2155, "max_seq_length": 2228, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 22.951821386603996 }, "harness|tweetsentbr|tweetsentbr|None|25": { "sample_size": 2010, "truncated": 3, "non_truncated": 2007, "padded": 0, "non_padded": 2010, "fewshots_truncated": 3, "mean_seq_length": 1957.6089552238807, "min_seq_length": 1936, "max_seq_length": 2053, "max_ctx_length": 2016, "max_gen_toks": 32, "mean_original_fewshots_size": 25.0, "mean_effective_fewshot_size": 24.998507462686568 } }, "summary_general": { "truncated": 1154, "non_truncated": 12996, "padded": 0, "non_padded": 14150, "fewshots_truncated": 2113 } }