open-llm-leaderboard/details_Xwin-LM__Xwin-LM-70B-V0.1

该数据集是在模型Xwin-LM/Xwin-LM-70B-V0.1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，每个配置对应一个被评估的任务。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。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上的聚合指标。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 model Xwin-LM/Xwin-LM-70B-V0.1 on the Open LLM Leaderboard. The dataset comprises 64 configurations, each corresponding to one of the evaluated tasks. This dataset is generated from two evaluation runs, where each run corresponds to a specific split under each configuration, and the split names are derived from the timestamp of the respective run. 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 aggregate 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.

原始信息汇总

数据集概述

数据集摘要

该数据集是在对模型Xwin-LM/Xwin-LM-70B-V0.1进行评估运行期间自动创建的，用于Open LLM Leaderboard。

数据集组成

• 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作为一个特定的分割找到，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_Xwin-LM__Xwin-LM-70B-V0.1", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-29T16:06:53.107330运行的最新结果： python { "all": { "em": 0.08504614093959731, "em_stderr": 0.0028567126231220596, "f1": 0.14911073825503293, "f1_stderr": 0.003010481134071011, "acc": 0.5504525862971696, "acc_stderr": 0.011424065665063533 }, "harness|drop|3": { "em": 0.08504614093959731, "em_stderr": 0.0028567126231220596, "f1": 0.14911073825503293, "f1_stderr": 0.003010481134071011 }, "harness|gsm8k|5": { "acc": 0.2721758908263836, "acc_stderr": 0.01225971403516454 }, "harness|winogrande|5": { "acc": 0.8287292817679558, "acc_stderr": 0.010588417294962526 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割: 2023_09_22T13_08_23.293621
    • 路径: **/details_harness|arc:challenge|25_2023-09-22T13-08-23.293621.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-09-22T13-08-23.293621.parquet

• harness_drop_3

  • 分割: 2023_10_29T16_06_53.107330
    • 路径: **/details_harness|drop|3_2023-10-29T16-06-53.107330.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-29T16-06-53.107330.parquet

• harness_gsm8k_5

  • 分割: 2023_10_29T16_06_53.107330
    • 路径: **/details_harness|gsm8k|5_2023-10-29T16-06-53.107330.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-29T16-06-53.107330.parquet

• harness_hellaswag_10

  • 分割: 2023_09_22T13_08_23.293621
    • 路径: **/details_harness|hellaswag|10_2023-09-22T13-08-23.293621.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-09-22T13-08-23.293621.parquet

• harness_hendrycksTest_5

  • 分割: 2023_09_22T13_08_23.293621
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-management|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-09-22T13-08-23.293621.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-09-22T13-08-23.2936