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open-llm-leaderboard/details_PSanni__Deer-3b

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Hugging Face2023-09-16 更新2024-03-04 收录
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https://hf-mirror.com/datasets/open-llm-leaderboard/details_PSanni__Deer-3b
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资源简介：
该数据集是在Open LLM Leaderboard上对模型PSanni/Deer-3b进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集由2次运行创建，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。此外，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`datasets`库中的`load_dataset`函数加载数据集的示例。
提供机构：
open-llm-leaderboard
原始信息汇总

数据集概述

数据集名为 "Evaluation run of PSanni/Deer-3b"，是在对模型 PSanni/Deer-3b 进行评估运行期间自动创建的。该数据集用于 Open LLM Leaderboard。

数据集组成

数据集包含 64 个配置，每个配置对应一个评估任务。数据集从 2 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。

额外配置

一个额外的配置 "results" 存储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。

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_PSanni__Deer-3b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-16T20:50:46.284611 运行 的最新结果：

python { "all": { "em": 0.0003145973154362416, "em_stderr": 0.0001816137946883968, "f1": 0.04833053691275181, "f1_stderr": 0.0011657715269814616, "acc": 0.28880911790700303, "acc_stderr": 0.0077049156139354594 }, "harness|drop|3": { "em": 0.0003145973154362416, "em_stderr": 0.0001816137946883968, "f1": 0.04833053691275181, "f1_stderr": 0.0011657715269814616 }, "harness|gsm8k|5": { "acc": 0.003032600454890068, "acc_stderr": 0.0015145735612245434 }, "harness|winogrande|5": { "acc": 0.574585635359116, "acc_stderr": 0.013895257666646375 } }

配置详情

数据集包含多个配置，每个配置对应不同的任务和运行时间戳。以下是部分配置的详细信息：

  • harness_arc_challenge_25

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|arc:challenge|25_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-08-09T14:13:49.318775.parquet

  • harness_drop_3

    • 分割: 2023_09_16T20_50_46.284611
    • 路径: **/details_harness|drop|3_2023-09-16T20-50-46.284611.parquet
    • 分割: latest
    • 路径: **/details_harness|drop|3_2023-09-16T20-50-46.284611.parquet

  • harness_gsm8k_5

    • 分割: 2023_09_16T20_50_46.284611
    • 路径: **/details_harness|gsm8k|5_2023-09-16T20-50-46.284611.parquet
    • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-09-16T20-50-46.284611.parquet

  • harness_hellaswag_10

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hellaswag|10_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:13:49.318775.parquet 等
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:13:49.318775.parquet 等

  • harness_hendrycksTest_abstract_algebra_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_anatomy_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_astronomy_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_business_ethics_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_clinical_knowledge_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_college_biology_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_college_chemistry_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_college_computer_science_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_college_mathematics_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_college_medicine_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_college_physics_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_computer_security_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_conceptual_physics_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_econometrics_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-08-09T14:13:49.318775.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-08-09T14:13:49.318775.parquet

  • harness_hendrycksTest_electrical_engineering_5

    • 分割: 2023_08_09T14_13_49.318775
    • 路径: `**/details_harness|hendrycksTest-electrical_engineering
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