open-llm-leaderboard-old/details_lgaalves__gpt2-xl_lima
收藏数据集概述
数据集来源
该数据集是在评估模型 lgaalves/gpt2-xl_lima 在 Open LLM Leaderboard 上的运行过程中自动创建的。
数据集组成
数据集由64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，用于计算和显示在 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_lgaalves__gpt2-xl_lima_public", "harness_winogrande_5", split="train")
最新结果
这些是最新的结果，来自2023-11-15T03:46:31.104311的运行： python { "all": { "acc": 0.2579848503192349, "acc_stderr": 0.030758432385023834, "acc_norm": 0.25961199994409145, "acc_norm_stderr": 0.03153372055003476, "mc1": 0.2252141982864137, "mc1_stderr": 0.014623240768023507, "mc2": 0.3874325444900457, "mc2_stderr": 0.014089660369122726, "em": 0.002726510067114094, "em_stderr": 0.0005340111700415908, "f1": 0.04890100671140956, "f1_stderr": 0.0013085576550093093 }, "harness|arc:challenge|25": { "acc": 0.2645051194539249, "acc_stderr": 0.012889272949313368, "acc_norm": 0.31143344709897613, "acc_norm_stderr": 0.013532472099850949 }, "harness|hellaswag|10": { "acc": 0.39842660824536946, "acc_stderr": 0.004885735963346903, "acc_norm": 0.5128460466042621, "acc_norm_stderr": 0.004988134303021793 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.26, "acc_stderr": 0.04408440022768081, "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768081 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.24444444444444444, "acc_stderr": 0.03712537833614865, "acc_norm": 0.24444444444444444, "acc_norm_stderr": 0.03712537833614865 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.2236842105263158, "acc_stderr": 0.033911609343436025, "acc_norm": 0.2236842105263158, "acc_norm_stderr": 0.033911609343436025 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.22, "acc_stderr": 0.04163331998932269, "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932269 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.30566037735849055, "acc_stderr": 0.028353298073322666, "acc_norm": 0.30566037735849055, "acc_norm_stderr": 0.028353298073322666 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.2777777777777778, "acc_stderr": 0.037455547914624576, "acc_norm": 0.2777777777777778, "acc_norm_stderr": 0.037455547914624576 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.22, "acc_stderr": 0.041633319989322695, "acc_norm": 0.22, "acc_norm_stderr": 0.041633319989322695 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.32, "acc_stderr": 0.04688261722621503, "acc_norm": 0.32, "acc_norm_stderr": 0.04688261722621503 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.3352601156069364, "acc_stderr": 0.03599586301247078, "acc_norm": 0.3352601156069364, "acc_norm_stderr": 0.03599586301247078 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.13725490196078433, "acc_stderr": 0.03424084669891522, "acc_norm": 0.13725490196078433, "acc_norm_stderr": 0.03424084669891522 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.26, "acc_stderr": 0.0440844002276808, "acc_norm": 0.26, "acc_norm_stderr": 0.0440844002276808 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.251063829787234, "acc_stderr": 0.028346963777162445, "acc_norm": 0.251063829787234, "acc_norm_stderr": 0.028346963777162445 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.23684210526315788, "acc_stderr": 0.039994238792813344, "acc_norm": 0.23684210526315788, "acc_norm_stderr": 0.039994238792813344 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.2827586206896552, "acc_stderr": 0.03752833958003336, "acc_norm": 0.2827586206896552, "acc_norm_stderr": 0.03752833958003336 }, "harness|hendrycksTest-elementary_mathematics|5": { "acc": 0.20105820105820105, "acc_stderr": 0.020641810782370165, "acc_norm": 0.20105820105820105, "acc_norm_stderr": 0.020641810782370165 }, "harness|hendrycksTest-formal_logic|5": { "acc": 0.30158730158730157, "acc_stderr": 0.041049472699033945, "acc_norm": 0.30158730158730157, "acc_norm_stderr": 0.041049472699033945 }, "harness|hendrycksTest-global_facts|5": { "acc": 0.17, "acc_stderr": 0.0377525168068637, "acc_norm": 0.17, "acc_norm_stderr": 0.0377525168068637 }, "harness|hendrycksTest-high_school_biology|5": { "acc": 0.20967741935483872, 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"harness|hendrycksTest-international_law|5": { "acc": 0.15702479338842976, "acc_stderr": 0.0332124484254713, "acc_norm": 0.15702479338842976, "acc_norm_stderr": 0.0332124484254713 }, "harness|hendrycksTest-jurisprudence|5": { "acc": 0.25925925925925924, "acc_stderr": 0.042365112580946336, "acc_norm": 0.25925925925925924, "acc_norm_stderr": 0.042365112580946336 }, "harness|hendrycksTest-logical_fallacies|5": { "acc": 0.27607361963190186, "acc_stderr": 0.0351238528370505, "acc_norm": 0.27607361963190186, "acc_norm_stderr": 0.0351238528370505 }, "harness|hendrycksTest-machine_learning|5": { "acc": 0.2857142857142857, "acc_stderr": 0.042878587513404565, "acc_norm": 0.2857142857142857, "acc_norm_stderr": 0.042878587513404565 }, "harness|hendrycksTest-management|5": { "acc": 0.27184466019417475, "acc_stderr": 0.044052680241409216, "acc_norm": 0.27184466019417475, "acc_norm_stderr": 0.044052680241409216 }, "harness|hendrycksTest-marketing|5": { "acc": 0.23931623931623933, "acc_stderr": 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"harness|hendrycksTest-philosophy|5": { "acc": 0.2057877813504823, "acc_stderr": 0.022961339906764244, "acc_norm": 0.2057877813504823, "acc_norm_stderr": 0.022961339906764244 }, "harness|hendrycksTest-prehistory|5": { "acc": 0.25617283950617287, "acc_stderr": 0.0242885336377261, "acc_norm": 0.25617283950617287, "acc_norm_stderr": 0.0242885336377261 }, "harness|hendrycksTest-professional_accounting|5": { "acc": 0.23049645390070922, "acc_stderr": 0.02512373922687241, "acc_norm": 0.23049645390070922, "acc_norm_stderr": 0.02512373922687241 }, "harness|hendrycksTest-professional_law|5": { "acc": 0.24119947848761408, "acc_stderr": 0.010926496102034956, "acc_norm": 0.24119947848761408, "acc_norm_stderr": 0.010926496102034956 }, "harness|hendrycksTest-professional_medicine|5": { "acc": 0.19852941176470587, "acc_stderr": 0.024231013370541107, "acc_norm": 0.19852941176470587, "acc_norm_stderr": 0.024231013370541107 }, "harness|hendrycksTest-professional_psychology|5": { "acc": 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"harness|hendrycksTest-world_religions|5": { "acc": 0.3216374269005848, "acc_stderr": 0.03582529442573122, "acc_norm": 0.3216374269005848, "acc_norm_stderr": 0.03582529442573122 }, "harness|truthfulqa:mc|0": { "mc1": 0.2252141982864137, "mc1_stderr": 0.014623240768023507, "mc2": 0.3874325444900457, "mc2_stderr": 0.014089660369122726 }, "harness|winogrande|5": { "acc": 0.5722178374112076, "acc_stderr": 0.013905134013839943 }, "harness|drop|3": { "em": 0.002726510067114094, "em_stderr": 0.0005340111700415908, "f1": 0.04890100671140956, "f1_stderr": 0.0013085576550093093 }, "harness|gsm8k|5": { "acc": 0.009097801364670205, "acc_stderr": 0.002615326510775673 } }
