open-llm-leaderboard/details_KoboldAI__fairseq-dense-355M

该数据集是在评估模型KoboldAI/fairseq-dense-355M时自动生成的，包含64个配置，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果存储为特定的split，split的名称使用运行的时间戳。train split始终指向最新的结果。此外，还有一个名为results的配置，存储了所有运行的聚合结果，用于在Open LLM Leaderboard上计算和显示聚合指标。

This dataset was automatically generated during the evaluation of the model KoboldAI/fairseq-dense-355M, comprising 64 configurations where each corresponds to a single evaluation task. The dataset is compiled from two separate runs, with the outputs of each run stored as a dedicated split, each named using the timestamp of the corresponding run. The `train` split always references the most recent run's results. Additionally, there is a configuration named `results` that stores the aggregated results of all runs, which is used to calculate and display aggregate metrics on the 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 KoboldAI/fairseq-dense-355M 在 Open LLM Leaderboard 上的自动创建的。

数据集结构

• 配置数量：64个配置，每个配置对应一个评估任务。
• 数据来源：数据集由2次运行结果组成，每个运行结果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。
• 最新结果："train" 分割总是指向最新的结果。
• 汇总结果：一个额外的配置 "results" 存储所有运行的汇总结果，用于计算和显示在 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__fairseq-dense-355M", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-21T17:11:35.207180 运行 的最新结果： python { "all": { "em": 0.024643456375838927, "em_stderr": 0.0015877135903759347, "f1": 0.06476405201342264, "f1_stderr": 0.0019741533260558613, "acc": 0.2644041041831097, "acc_stderr": 0.0070145708079548084 }, "harness|drop|3": { "em": 0.024643456375838927, "em_stderr": 0.0015877135903759347, "f1": 0.06476405201342264, "f1_stderr": 0.0019741533260558613 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.5288082083662194, "acc_stderr": 0.014029141615909617 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T14:19:36.418877.parquet

• harness_drop_3

  • 分割：2023_10_21T17_11_35.207180, latest
  • 路径：**/details_harness|drop|3_2023-10-21T17-11-35.207180.parquet

• harness_gsm8k_5

  • 分割：2023_10_21T17_11_35.207180, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-21T17-11-35.207180.parquet

• harness_hellaswag_10

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T14:19:36.418877.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_07_19T14_19_36.418877, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T14:19:36.418877.parquet