open-llm-leaderboard-old/details_CultriX__NeuralMona_MoE-4x7B

该数据集是在模型CultriX/NeuralMona_MoE-4x7B在Open LLM Leaderboard上的评估运行期间自动创建的。它由63个配置组成，每个配置对应一个被评估的任务。数据集是从2次运行中生成的，每次运行在每个配置中表示为特定的分割。train分割始终指向最新的结果。一个名为results的额外配置存储了运行的所有聚合结果，这些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

数据集来源

• 创建背景：该数据集是在评估模型CultriX/NeuralMona_MoE-4x7B在Open LLM Leaderboard上的运行过程中自动创建的。

数据集结构

• 配置数量：数据集包含63个配置，每个配置对应一个评估任务。
• 运行次数：数据集从2次运行中创建。每个运行在每个配置中作为一个特定的分片存在，分片名称使用运行的时间戳。
• 最新结果："train"分片始终指向最新的结果。
• 汇总结果：一个额外的配置"results"存储所有运行的汇总结果，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_CultriX__NeuralMona_MoE-4x7B", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳：2024-03-27T21:11:00.982952
• 结果示例： python { "all": { "acc": 0.6491773099838035, "acc_stderr": 0.03216083681682968, "acc_norm": 0.6489140301517058, "acc_norm_stderr": 0.03282766114720701, "mc1": 0.6242350061199511, "mc1_stderr": 0.01695458406021429, "mc2": 0.7727167107815722, "mc2_stderr": 0.013854380605408638 }, "harness|arc:challenge|25": { "acc": 0.71160409556314, "acc_stderr": 0.013238394422428171, "acc_norm": 0.7389078498293515, "acc_norm_stderr": 0.012835523909473833 }, "harness|hellaswag|10": { "acc": 0.7167894841665007, "acc_stderr": 0.004496369742132101, "acc_norm": 0.890161322445728, "acc_norm_stderr": 0.003120495238827556 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.34, "acc_stderr": 0.04760952285695235, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695235 },

  其他任务结果省略...

}

配置详情

• 配置名称：harness_arc_challenge_25

  • 分片：
    • 2024_03_27T19_44_07.591584
    • 2024_03_27T21_11_00.982952
    • latest
  • 路径：
    • **/details_harness|arc:challenge|25_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|arc:challenge|25_2024-03-27T21-11-00.982952.parquet

• 配置名称：harness_gsm8k_5

  • 分片：
    • 2024_03_27T19_44_07.591584
    • 2024_03_27T21_11_00.982952
    • latest
  • 路径：
    • **/details_harness|gsm8k|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|gsm8k|5_2024-03-27T21-11-00.982952.parquet

• 配置名称：harness_hellaswag_10

  • 分片：
    • 2024_03_27T19_44_07.591584
    • 2024_03_27T21_11_00.982952
    • latest
  • 路径：
    • **/details_harness|hellaswag|10_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hellaswag|10_2024-03-27T21-11-00.982952.parquet

• 配置名称：harness_hendrycksTest_5

  • 分片：
    • 2024_03_27T19_44_07.591584
    • 2024_03_27T21_11_00.982952
    • latest
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    • **/details_harness|hendrycksTest-abstract_algebra|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2024-03-27T19-44-07.591584.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2024-03-27T19-44-07.591584.parquet
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    • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-03-27T19-44-07.591584.parquet
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    • **/details_harness|hendrycksTest-international_law|5_2024-03-27T19-44-07.591584.parquet
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    • **/details_harness|hendrycksTest-nutrition|5_2024-03-27T19-44-07.591584.parquet
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    • **/details_harness|hendrycksTest-prehistory|5_2024-03-27T19-44-07.