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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官方服务：

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。

This dataset was automatically created during the evaluation run of the model layoric/llama-2-13b-code-alpaca on the Open LLM Leaderboard. The dataset consists of 64 configurations, each corresponding to one evaluation task. It is generated from 2 runs, each represented as a specific split named after its run timestamp. The `train` split always points to the most recent results. An additional configuration named `results` stores the aggregated results across all runs, which are used to calculate and display the metrics on the Open LLM Leaderboard. The README also provides examples of how to load the dataset using the `datasets` library, and includes the most recent results from specific runs.

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