open-llm-leaderboard/details_layoric__llama-2-13b-code-alpaca

Name: open-llm-leaderboard/details_layoric__llama-2-13b-code-alpaca
Creator: open-llm-leaderboard
Published: 2023-09-17 08:33:42
License: 暂无描述

Hugging Face2023-09-17 更新2024-03-04 收录

下载链接：

https://hf-mirror.com/datasets/open-llm-leaderboard/details_layoric__llama-2-13b-code-alpaca

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资源简介：

该数据集是在模型 layoric/llama-2-13b-code-alpaca 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成，每个配置对应一个评估任务。它由 2 次运行生成，每次运行都表示为以运行时间戳命名的特定拆分。train 拆分始终指向最新结果。一个名为 results 的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示 Open LLM Leaderboard 上的指标。README 还提供了如何使用 `datasets` 库加载数据集的示例，并包含了特定运行的最新结果。

提供机构：

open-llm-leaderboard

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 layoric/llama-2-13b-code-alpaca 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集结构

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。
一个额外的配置 "results" 存储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

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_layoric__llama-2-13b-code-alpaca", "harness_winogrande_5", split="train")

配置详情

以下是部分配置及其数据文件路径：

harness_arc_challenge_25
- 分割: 2023_07_24T14_43_19.893957
  - 路径: **/details_harness|arc:challenge|25_2023-07-24T14:43:19.893957.parquet
- 分割: latest
  - 路径: **/details_harness|arc:challenge|25_2023-07-24T14:43:19.893957.parquet
harness_drop_3
- 分割: 2023_09_17T08_33_30.933109
  - 路径: **/details_harness|drop|3_2023-09-17T08-33-30.933109.parquet
- 分割: latest
  - 路径: **/details_harness|drop|3_2023-09-17T08-33-30.933109.parquet
harness_gsm8k_5
- 分割: 2023_09_17T08_33_30.933109
  - 路径: **/details_harness|gsm8k|5_2023-09-17T08-33-30.933109.parquet
- 分割: latest
  - 路径: **/details_harness|gsm8k|5_2023-09-17T08-33-30.933109.parquet
harness_hellaswag_10
- 分割: 2023_07_24T14_43_19.893957
  - 路径: **/details_harness|hellaswag|10_2023-07-24T14:43:19.893957.parquet
- 分割: latest
  - 路径: **/details_harness|hellaswag|10_2023-07-24T14:43:19.893957.parquet
harness_hendrycksTest_5
- 分割: 2023_07_24T14_43_19.893957
  - 路径:
    - **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-anatomy|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-astronomy|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-business_ethics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-college_biology|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-college_chemistry|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-college_computer_science|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-college_mathematics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-college_medicine|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-college_physics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-computer_security|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-econometrics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-formal_logic|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-global_facts|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_biology|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_geography|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_physics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-human_aging|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-human_sexuality|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-international_law|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-jurisprudence|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-machine_learning|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-management|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-marketing|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-medical_genetics|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-miscellaneous|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-moral_disputes|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-nutrition|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-philosophy|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-prehistory|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-professional_accounting|5_2023-07-24T14:43:19.893957.parquet
    - **/details_harness|hendrycksTest-professional_law|5_2023-07-24T14:4

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