open-llm-leaderboard/details_dfurman__llama-2-7b-instruct-peft

该数据集是在Open LLM Leaderboard上对模型dfurman/llama-2-7b-instruct-peft进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个特定的评估任务。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，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，名为results的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上的聚合指标。README还提供了一个使用Python中的datasets库加载运行细节的示例。

This dataset was automatically created when evaluating the model dfurman/llama-2-7b-instruct-peft on the Open LLM Leaderboard. It comprises 64 configurations, each corresponding to a specific evaluation task. The dataset is generated from two runs, where each run is represented as a dedicated split under each configuration, with split names using the timestamp of the corresponding run. The train split always points to the most recent evaluation results. Additionally, a configuration named `results` stores the aggregated results across all runs, which are used to calculate and display the aggregate metrics on the Open LLM Leaderboard. The README also provides an example of loading run details using the datasets library in Python.

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 dfurman/llama-2-7b-instruct-peft 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，用于计算和显示 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_dfurman__llama-2-7b-instruct-peft", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-24T03:15:50.340712 运行的最新结果： python { "all": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219154, "f1": 0.05818687080536916, "f1_stderr": 0.0013326120366464343, "acc": 0.4020858403049834, "acc_stderr": 0.009398700998364592 }, "harness|drop|3": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219154, "f1": 0.05818687080536916, "f1_stderr": 0.0013326120366464343 }, "harness|gsm8k|5": { "acc": 0.05989385898407885, "acc_stderr": 0.006536148151288708 }, "harness|winogrande|5": { "acc": 0.744277821625888, "acc_stderr": 0.012261253845440474 } }

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_10_03T14_29_36.510142
    • 路径: **/details_harness|arc:challenge|25_2023-10-03T14-29-36.510142.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-10-03T14-29-36.510142.parquet

• harness_drop_3

  • 分割: 2023_10_24T03_15_50.340712
    • 路径: **/details_harness|drop|3_2023-10-24T03-15-50.340712.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-24T03-15-50.340712.parquet

• harness_gsm8k_5

  • 分割: 2023_10_24T03_15_50.340712
    • 路径: **/details_harness|gsm8k|5_2023-10-24T03-15-50.340712.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-24T03-15-50.340712.parquet

• harness_hellaswag_10

  • 分割: 2023_10_03T14_29_36.510142
    • 路径: **/details_harness|hellaswag|10_2023-10-03T14-29-36.510142.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-10-03T14-29-36.510142.parquet

• harness_hendrycksTest_5

  • 分割: 2023_10_03T14_29_36.510142
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-formal_logic|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-global_facts|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_biology|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_geography|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_physics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-human_aging|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-human_sexuality|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-international_law|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-jurisprudence|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-machine_learning|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-management|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-marketing|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-medical_genetics|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-miscellaneous|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-moral_disputes|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-nutrition|5_2023-10-03T14-29-36.510142.parquet
    • 路径: **/details_harness|hendrycksTest-philosophy|5_2023-10-03T14-29-36.510142.parquet
    • 路径: `**/details