open-llm-leaderboard/details_kreimben__CodeMind-gemma

该数据集是在Open LLM Leaderboard上对模型kreimben/CodeMind-gemma进行评估时自动创建的。它由63个配置组成，每个配置对应一个评估任务。数据集是从1次运行中生成的，每次运行都作为每个配置中的一个特定分割存储，分割名称使用运行的时间戳。train分割始终指向最新的结果。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。可以使用datasets库中的load_dataset函数加载该数据集。

原始信息汇总

数据集概述

数据集名称

• pretty_name: Evaluation run of kreimben/CodeMind-gemma

数据集创建背景

• dataset_summary: 该数据集是在评估模型kreimben/CodeMind-gemma在Open LLM Leaderboard上的运行过程中自动创建的。

数据集结构

• 组成: 包含63个配置，每个配置对应一个评估任务。
• 创建方式: 数据集由1次运行创建，每次运行对应一个特定的分割，分割名称使用运行的时间戳命名。
• 特殊配置: 存在一个名为"results"的额外配置，用于存储所有运行的聚合结果，用于计算和显示聚合指标。

数据集加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_kreimben__CodeMind-gemma", "harness_winogrande_5", split="train")

最新结果

• 结果来源: 来自2024-04-17T08:39:07.190114的运行。
• 结果内容: 包括多个任务的评估结果，如准确率(acc)、标准误差(acc_stderr)等。

数据集配置详情

配置列表

1. config_name: harness_arc_challenge_25

   • data_files:
     • split: 2024_04_17T08_39_07.190114
       • path: /details_harness|arc:challenge|25_2024-04-17T08-39-07.190114.parquet
     • split: latest
       • path: /details_harness|arc:challenge|25_2024-04-17T08-39-07.190114.parquet

2. config_name: harness_gsm8k_5

   • data_files:
     • split: 2024_04_17T08_39_07.190114
       • path: /details_harness|gsm8k|5_2024-04-17T08-39-07.190114.parquet
     • split: latest
       • path: /details_harness|gsm8k|5_2024-04-17T08-39-07.190114.parquet

3. config_name: harness_hellaswag_10

   • data_files:
     • split: 2024_04_17T08_39_07.190114
       • path: /details_harness|hellaswag|10_2024-04-17T08-39-07.190114.parquet
     • split: latest
       • path: /details_harness|hellaswag|10_2024-04-17T08-39-07.190114.parquet

4. config_name: harness_hendrycksTest_5

   • data_files:
     • split: 2024_04_17T08_39_07.190114
       • path:
         • /details_harness|hendrycksTest-abstract_algebra|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-anatomy|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-astronomy|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-business_ethics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-clinical_knowledge|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-college_biology|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-college_chemistry|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-college_computer_science|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-college_mathematics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-college_medicine|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-college_physics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-computer_security|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-conceptual_physics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-econometrics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-electrical_engineering|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-elementary_mathematics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-formal_logic|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-global_facts|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_biology|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_chemistry|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_computer_science|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_european_history|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_geography|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_government_and_politics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_macroeconomics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_mathematics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_microeconomics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_physics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_psychology|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_statistics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_us_history|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-high_school_world_history|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-human_aging|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-human_sexuality|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-international_law|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-jurisprudence|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-logical_fallacies|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-machine_learning|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-management|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-marketing|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-medical_genetics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-miscellaneous|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-moral_disputes|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-moral_scenarios|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-nutrition|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-philosophy|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-prehistory|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-professional_accounting|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-professional_law|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-professional_medicine|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-professional_psychology|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-public_relations|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-security_studies|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-sociology|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-us_foreign_policy|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-virology|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-world_religions|5_2024-04-17T08-39-07.190114.parquet
     • split: latest
       • path:
         • /details_harness|hendrycksTest-abstract_algebra|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-anatomy|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-astronomy|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-business_ethics|5_2024-04-17T08-39-07.190114.parquet
         • /details_harness|hendrycksTest-clinical_knowledge|5_2024-04-17T08-39-07.190114.parquet
         • **/details_harness|hendrycksTest-college