open-llm-leaderboard/details_sail__Sailor-4B-Chat
收藏数据集概述
数据集简介
该数据集是在对模型 sail/Sailor-4B-Chat 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。
数据集组成
数据集由 63 个配置组成，每个配置对应一个评估任务。数据集从 1 次运行中创建，每次运行可以在每个配置中找到特定的分割，分割名称使用运行的时间戳。"train" 分割始终指向最新的结果。
额外配置
一个额外的配置 "results" 存储了所有运行的聚合结果，用于计算和显示 Open LLM Leaderboard 上的聚合指标。
数据加载示例
python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_sail__Sailor-4B-Chat", "harness_winogrande_5", split="train")
最新结果
以下是 2024-03-11T06:59:35.564271 运行的最新结果：
python { "all": { "acc": 0.43815239534341166, "acc_stderr": 0.03424979118118065, "acc_norm": 0.44390128661478173, "acc_norm_stderr": 0.035047463118585594, "mc1": 0.2692778457772338, "mc1_stderr": 0.015528566637087281, "mc2": 0.4208648000727503, "mc2_stderr": 0.014771641488359074 }, "harness|arc:challenge|25": { "acc": 0.4180887372013652, "acc_stderr": 0.014413988396996076, "acc_norm": 0.45051194539249145, "acc_norm_stderr": 0.014539646098471627 }, "harness|hellaswag|10": { "acc": 0.5, "acc_stderr": 0.004989781411445852, "acc_norm": 0.6836287592113125, "acc_norm_stderr": 0.004641092001425291 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.29, "acc_stderr": 0.045604802157206845, "acc_norm": 0.29, "acc_norm_stderr": 0.045604802157206845 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.4888888888888889, "acc_stderr": 0.04318275491977976, "acc_norm": 0.4888888888888889, "acc_norm_stderr": 0.04318275491977976 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.46710526315789475, "acc_stderr": 0.040601270352363966, "acc_norm": 0.46710526315789475, "acc_norm_stderr": 0.040601270352363966 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.41, "acc_stderr": 0.04943110704237102, "acc_norm": 0.41, "acc_norm_stderr": 0.04943110704237102 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.45660377358490567, "acc_stderr": 0.030656748696739438, "acc_norm": 0.45660377358490567, "acc_norm_stderr": 0.030656748696739438 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.4513888888888889, "acc_stderr": 0.04161402398403279, "acc_norm": 0.4513888888888889, "acc_norm_stderr": 0.04161402398403279 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.27, "acc_stderr": 0.0446196043338474, "acc_norm": 0.27, "acc_norm_stderr": 0.0446196043338474 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.32, "acc_stderr": 0.04688261722621504, "acc_norm": 0.32, "acc_norm_stderr": 0.04688261722621504 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.37572254335260113, "acc_stderr": 0.036928207672648664, "acc_norm": 0.37572254335260113, "acc_norm_stderr": 0.036928207672648664 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.21568627450980393, "acc_stderr": 0.04092563958237655, "acc_norm": 0.21568627450980393, "acc_norm_stderr": 0.04092563958237655 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.59, "acc_stderr": 0.049431107042371025, "acc_norm": 0.59, "acc_norm_stderr": 0.049431107042371025 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.34893617021276596, "acc_stderr": 0.03115852213135778, "acc_norm": 0.34893617021276596, "acc_norm_stderr": 0.03115852213135778 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.2719298245614035, "acc_stderr": 0.04185774424022056, "acc_norm": 0.2719298245614035, "acc_norm_stderr": 0.04185774424022056 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.503448275862069, "acc_stderr": 0.04166567577101579, "acc_norm": 0.503448275862069, "acc_norm_stderr": 0.04166567577101579 }, "harness|hendrycksTest-elementary_mathematics|5": { "acc": 0.30687830687830686, "acc_stderr": 0.023752928712112126, "acc_norm": 0.30687830687830686, "acc_norm_stderr": 0.023752928712112126 }, "harness|hendrycksTest-formal_logic|5": { "acc": 0.21428571428571427, "acc_stderr": 0.03670066451047181, "acc_norm": 0.21428571428571427, "acc_norm_stderr": 0.03670066451047181 }, "harness|hendrycksTest-global_facts|5": { "acc": 0.35, "acc_stderr": 0.04793724854411019, "acc_norm": 0.35, "acc_norm_stderr": 0.04793724854411019 }, "harness|hendrycksTest-high_school_biology|5": { "acc": 0.47419354838709676, "acc_stderr": 0.028406095057653326, "acc_norm": 0.47419354838709676, "acc_norm_stderr": 0.028406095057653326 }, "harness|hendrycksTest-high_school_chemistry|5": { "acc": 0.3054187192118227, "acc_stderr": 0.03240661565868407, "acc_norm": 0.3054187192118227, "acc_norm_stderr": 0.03240661565868407 }, "harness|hendrycksTest-high_school_computer_science|5": { "acc": 0.49, "acc_stderr": 0.05024183937956912, "acc_norm": 0.49, "acc_norm_stderr": 0.05024183937956912 }, "harness|hendrycksTest-high_school_european_history|5": { "acc": 0.5454545454545454, "acc_stderr": 0.038881769216741004, "acc_norm": 0.5454545454545454, "acc_norm_stderr": 0.038881769216741004 }, "harness|hendrycksTest-high_school_geography|5": { "acc": 0.5050505050505051, "acc_stderr": 0.035621707606254015, "acc_norm": 0.5050505050505051, "acc_norm_stderr": 0.035621707606254015 }, "harness|hendrycksTest-high_school_government_and_politics|5": { "acc": 0.5854922279792746, "acc_stderr": 0.035553003195576686, "acc_norm": 0.5854922279792746, "acc_norm_stderr": 0.035553003195576686 }, "harness|hendrycksTest-high_school_macroeconomics|5": { "acc": 0.3923076923076923, "acc_stderr": 0.024756000382130945, "acc_norm": 0.3923076923076923, "acc_norm_stderr": 0.024756000382130945 }, "harness|hendrycksTest-high_school_mathematics|5": { "acc": 0.25555555555555554, "acc_stderr": 0.026593939101844082, "acc_norm": 0.25555555555555554, "acc_norm_stderr": 0.026593939101844082 },
