open-llm-leaderboard/details_mlabonne__ChimeraLlama-3-8B

该数据集是在Open LLM Leaderboard上对模型mlabonne/ChimeraLlama-3-8B进行评估时自动创建的。数据集由63个配置组成，每个配置对应一个被评估的任务。它包含一次运行的结果，每次运行在每个配置中表示为特定的分割。train分割始终指向最新结果。一个名为results的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示Open LLM Leaderboard上的聚合指标。README还提供了一个示例，展示了如何使用Hugging Face的datasets库加载运行中的详细信息。

原始信息汇总

数据集概述

数据集摘要

数据集是在评估模型 mlabonne/ChimeraLlama-3-8B 的过程中自动创建的，用于 Open LLM Leaderboard。该数据集包含 63 个配置，每个配置对应一个评估任务。数据集从 1 次运行中创建，每个运行可以在每个配置中找到特定的拆分，拆分名称使用运行的时间戳。"train" 拆分始终指向最新的结果。

数据集结构

数据集包含以下配置：

• harness_arc_challenge_25
• harness_gsm8k_5
• harness_hellaswag_10
• harness_hendrycksTest_5

每个配置包含多个拆分，例如：

• 2024_04_23T02_44_00.437694
• latest

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_mlabonne__ChimeraLlama-3-8B", "harness_winogrande_5", split="train")

最新结果

最新结果来自运行 2024-04-23T02:44:00.437694，包含多个任务的评估结果，例如：

• harness|arc:challenge|25
• harness|hellaswag|10
• harness|hendrycksTest-abstract_algebra|5
• harness|hendrycksTest-anatomy|5
• harness|hendrycksTest-astronomy|5
• harness|hendrycksTest-business_ethics|5
• harness|hendrycksTest-clinical_knowledge|5
• harness|hendrycksTest-college_biology|5
• harness|hendrycksTest-college_chemistry|5
• harness|hendrycksTest-college_computer_science|5
• harness|hendrycksTest-college_mathematics|5
• harness|hendrycksTest-college_medicine|5
• harness|hendrycksTest-college_physics|5
• harness|hendrycksTest-computer_security|5
• harness|hendrycksTest-conceptual_physics|5
• harness|hendrycksTest-econometrics|5
• harness|hendrycksTest-electrical_engineering|5
• harness|hendrycksTest-elementary_mathematics|5
• harness|hendrycksTest-formal_logic|5
• harness|hendrycksTest-global_facts|5
• harness|hendrycksTest-high_school_biology|5
• harness|hendrycksTest-high_school_chemistry|5
• harness|hendrycksTest-high_school_computer_science|5
• harness|hendrycksTest-high_school_european_history|5
• harness|hendrycksTest-high_school_geography|5
• harness|hendrycksTest-high_school_government_and_politics|5
• harness|hendrycksTest-high_school_macroeconomics|5
• harness|hendrycksTest-high_school_mathematics|5
• harness|hendrycksTest-high_school_microeconomics|5
• harness|hendrycksTest-high_school_physics|5
• harness|hendrycksTest-high_school_psychology|5
• harness|hendrycksTest-high_school_statistics|5
• harness|hendrycksTest-high_school_us_history|5
• harness|hendrycksTest-high_school_world_history|5
• harness|hendrycksTest-human_aging|5
• harness|hendrycksTest-human_sexuality|5
• harness|hendrycksTest-international_law|5
• harness|hendrycksTest-jurisprudence|5
• harness|hendrycksTest-logical_fallacies|5
• harness|hendrycksTest-machine_learning|5
• harness|hendrycksTest-management|5
• harness|hendrycksTest-marketing|5
• harness|hendrycksTest-medical_genetics|5
• harness|hendrycksTest-miscellaneous|5
• harness|hendrycksTest-moral_disputes|5
• harness|hendrycksTest-moral_scenarios|5
• harness|hendrycksTest-nutrition|5
• harness|hendrycksTest-philosophy|5
• harness|hendrycksTest-prehistory|5
• harness|hendrycksTest-professional_accounting|5
• harness|hendrycksTest-professional_law|5
• harness|hendrycksTest-professional_medicine|5
• harness|hendrycksTest-professional_psychology|5
• harness|hendrycksTest-public_relations|5
• harness|hendrycksTest-security_studies|5
• harness|hendrycksTest-sociology|5
• harness|hendrycksTest-us_foreign_policy|5
• harness|hendrycksTest-virology|5
• harness|hendrycksTest-world_religions|5
• harness|truthfulqa:mc|0
• harness|winogrande|5
• harness|gsm8k|5

每个任务的结果包括准确率（acc）、标准化准确率（acc_norm）、误差（acc_stderr、acc_norm_stderr）等指标。