open-llm-leaderboard/details_KoboldAI__GPT-NeoX-20B-Erebus

该数据集是在Open LLM Leaderboard上对模型KoboldAI/GPT-NeoX-20B-Erebus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次运行生成，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还提供了如何使用`datasets`库中的`load_dataset`函数加载运行细节的示例。

This dataset was automatically created during the evaluation of the model KoboldAI/GPT-NeoX-20B-Erebus on the Open LLM Leaderboard. It comprises 64 configurations, each corresponding to one evaluation task. The dataset is generated from two runs, where for each configuration, each run corresponds to a specific split, with the split name using the timestamp of the run. The train split always points to the latest available result. Furthermore, a configuration named `results` stores the aggregated results of all runs, which are utilized to compute and display the aggregated metrics on the Open LLM Leaderboard. The README also includes examples of how to use the `load_dataset` function from the `datasets` library to load the detailed run information.

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 KoboldAI/GPT-NeoX-20B-Erebus 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

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" 存储所有运行结果的聚合，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_KoboldAI__GPT-NeoX-20B-Erebus", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-24T16:29:58.049517 运行 的最新结果： python { "all": { "em": 0.0009437919463087249, "em_stderr": 0.0003144653119413213, "f1": 0.050781250000000264, "f1_stderr": 0.0012129008741175679, "acc": 0.3519405232133358, "acc_stderr": 0.00860227452891923 }, "harness|drop|3": { "em": 0.0009437919463087249, "em_stderr": 0.0003144653119413213, "f1": 0.050781250000000264, "f1_stderr": 0.0012129008741175679 }, "harness|gsm8k|5": { "acc": 0.022744503411675512, "acc_stderr": 0.004106620637749689 }, "harness|winogrande|5": { "acc": 0.681136543014996, "acc_stderr": 0.013097928420088771 } }

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_19T21_38_23.585493
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T21:38:23.585493.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T21:38:23.585493.parquet

• harness_drop_3

  • 分割: 2023_10_24T16_29_58.049517
    • 路径: **/details_harness|drop|3_2023-10-24T16-29-58.049517.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-24T16-29-58.049517.parquet

• harness_gsm8k_5

  • 分割: 2023_10_24T16_29_58.049517
    • 路径: **/details_harness|gsm8k|5_2023-10-24T16-29-58.049517.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-24T16-29-58.049517.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T21_38_23.585493
    • 路径: **/details_harness|hellaswag|10_2023-07-19T21:38:23.585493.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-07-19T21:38:23.585493.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T21_38_23.585493
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T21:38:23.585493.parquet
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      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T21:38:23.585493.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T21:38:23.585493.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_202