open-llm-leaderboard-old/details_Walmart-the-bag__Solar-10.7B-Cato

该数据集是在评估模型[Walmart-the-bag/Solar-10.7B-Cato](https://huggingface.co/Walmart-the-bag/Solar-10.7B-Cato)运行期间自动生成的，包含63个配置，每个配置对应一个评估任务。数据集通过一次运行创建，每个配置中包含使用时间戳命名的分割。此外，还有一个名为"results"的配置，用于存储并显示在[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)上的聚合评估结果。

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型Walmart-the-bag/Solar-10.7B-Cato在Open LLM Leaderboard上的自动创建的。数据集包含63个配置，每个配置对应一个评估任务。

数据集结构

• 配置数量：63个配置
• 数据来源：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分割，分割名称使用运行的时间戳。
• 最新结果："train"分割总是指向最新的结果。
• 结果汇总：一个额外的配置"results"存储所有运行结果的汇总，用于计算和显示在Open LLM Leaderboard上的汇总指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Walmart-the-bag__Solar-10.7B-Cato", "harness_winogrande_5", split="train")

最新结果

以下是2023-12-30T02:07:16.124496的最新结果：

python { "all": { "acc": 0.6601184986157275, "acc_stderr": 0.03173344410424321, "acc_norm": 0.6615926738267002, "acc_norm_stderr": 0.03237146731014547, "mc1": 0.4700122399020808, "mc1_stderr": 0.017471992091697544, "mc2": 0.6168232864590555, "mc2_stderr": 0.015630771495356736 }, "harness|arc:challenge|25": { "acc": 0.6390784982935154, "acc_stderr": 0.014034761386175452, "acc_norm": 0.6868600682593856, "acc_norm_stderr": 0.01355267154362349 }, "harness|hellaswag|10": { "acc": 0.6845249950209121, "acc_stderr": 0.0046375504780073636, "acc_norm": 0.8615813582951604, "acc_norm_stderr": 0.0034463307489637123 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.4, "acc_stderr": 0.049236596391733084, "acc_norm": 0.4, "acc_norm_stderr": 0.049236596391733084 }, # 其他任务的结果... }

配置详情

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分割：2023_12_30T02_07_16.124496
      • 路径：**/details_harness|arc:challenge|25_2023-12-30T02-07-16.124496.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2023-12-30T02-07-16.124496.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2023_12_30T02_07_16.124496
      • 路径：**/details_harness|gsm8k|5_2023-12-30T02-07-16.124496.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2023-12-30T02-07-16.124496.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2023_12_30T02_07_16.124496
      • 路径：**/details_harness|hellaswag|10_2023-12-30T02-07-16.124496.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2023-12-30T02-07-16.124496.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2023_12_30T02_07_16.124496
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-12-30T02-07-16.124496.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-12-30T02-07-16.124496.parquet

        其他路径...

}