open-llm-leaderboard-old/details_rizla__rizla54

该数据集是在Open LLM Leaderboard上对模型rizla/rizla54进行评估时自动创建的。数据集由63个配置组成，每个配置对应一个评估任务。数据集是从1次运行中创建的，每次运行作为每个配置中的一个特定分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，还有一个名为results的配置，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。README还提供了如何使用Python代码加载运行细节的示例，并包含了特定运行的最新结果。

原始信息汇总

数据集概述

数据集来源

该数据集是在对模型 rizla/rizla54 进行评估运行期间自动创建的，评估运行在 Open LLM Leaderboard 上进行。

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。

结果配置

一个额外的配置 "results" 存储了所有运行的聚合结果，用于计算并在 Open LLM Leaderboard 上显示聚合指标。

数据加载示例

以下是加载特定运行详细信息的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_rizla__rizla54", "harness_winogrande_5", split="train")

最新结果

以下是 2024-02-02T08:26:50.989261 运行的最新结果： python { "all": { "acc": 0.6070754715230492, "acc_stderr": 0.033251216013816025, "acc_norm": 0.6153378461064626, "acc_norm_stderr": 0.03397161363942805, "mc1": 0.37209302325581395, "mc1_stderr": 0.016921090118814038, "mc2": 0.5325609210892159, "mc2_stderr": 0.015366351468634187 }, "harness|arc:challenge|25": { "acc": 0.5392491467576792, "acc_stderr": 0.014566303676636586, "acc_norm": 0.5819112627986348, "acc_norm_stderr": 0.014413988396996081 }, "harness|hellaswag|10": { "acc": 0.5825532762397929, "acc_stderr": 0.004921300331285573, "acc_norm": 0.7873929496116312, "acc_norm_stderr": 0.004083157276012493 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.3, "acc_stderr": 0.04605661864718381, "acc_norm": 0.3, "acc_norm_stderr": 0.04605661864718381 }, ... }

配置详情

• config_name: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_02_02T08_26_50.989261
      • 路径: **/details_harness|arc:challenge|25_2024-02-02T08-26-50.989261.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-02-02T08-26-50.989261.parquet

• config_name: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_02_02T08_26_50.989261
      • 路径: **/details_harness|gsm8k|5_2024-02-02T08-26-50.989261.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-02-02T08-26-50.989261.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_02_02T08_26_50.989261
      • 路径: **/details_harness|hellaswag|10_2024-02-02T08-26-50.989261.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-02-02T08-26-50.989261.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_02_02T08_26_50.989261
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-02-02T08-26-50.989261.parquet
        • ...
    • 分割: latest
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-02T08-26-50.989261.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-02-02T08-26-50.989261.parquet
        • ...