open-llm-leaderboard/details_pankajmathur__orca_mini_v3_7b

该数据集是在Open LLM Leaderboard上对模型pankajmathur/orca_mini_v3_7b进行评估时自动生成的。数据集包含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，每次运行的结果作为特定配置中的一个分割，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，还有一个名为results的配置存储了所有运行的聚合结果，并用于在Open LLM Leaderboard上计算和显示聚合指标。

This dataset was automatically generated during the evaluation of the model `pankajmathur/orca_mini_v3_7b` on the Open LLM Leaderboard. It includes 64 configurations, each corresponding to a single evaluation task. The dataset is created from two evaluation runs, where the results of each run act as a split under its corresponding configuration, with the split name being the timestamp of the run. The `train` split always references the most recent evaluation results. Additionally, there is a configuration named `results` that stores the aggregated results across all runs, and is used to calculate and display the aggregated metrics on the Open LLM Leaderboard.

原始信息汇总

数据集概述

该数据集是在评估模型pankajmathur/orca_mini_v3_7b在Open LLM Leaderboard上的自动创建的。

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_pankajmathur__orca_mini_v3_7b", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-24T09:53:37.786344运行的最新结果： python { "all": { "em": 0.08043204697986577, "em_stderr": 0.0027851341980506704, "f1": 0.15059563758389252, "f1_stderr": 0.0030534563383277672, "acc": 0.4069827001752661, "acc_stderr": 0.009686225873410097 }, "harness|drop|3": { "em": 0.08043204697986577, "em_stderr": 0.0027851341980506704, "f1": 0.15059563758389252, "f1_stderr": 0.0030534563383277672 }, "harness|gsm8k|5": { "acc": 0.0712661106899166, "acc_stderr": 0.007086462127954491 }, "harness|winogrande|5": { "acc": 0.7426992896606156, "acc_stderr": 0.012285989618865706 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_09_13T09_56_47.532864
  • 路径: **/details_harness|arc:challenge|25_2023-09-13T09-56-47.532864.parquet
  • 分割: latest
  • 路径: **/details_harness|arc:challenge|25_2023-09-13T09-56-47.532864.parquet

• harness_drop_3

  • 分割: 2023_10_24T09_53_37.786344
  • 路径: **/details_harness|drop|3_2023-10-24T09-53-37.786344.parquet
  • 分割: latest
  • 路径: **/details_harness|drop|3_2023-10-24T09-53-37.786344.parquet

• harness_gsm8k_5

  • 分割: 2023_10_24T09_53_37.786344
  • 路径: **/details_harness|gsm8k|5_2023-10-24T09-53-37.786344.parquet
  • 分割: latest
  • 路径: **/details_harness|gsm8k|5_2023-10-24T09-53-37.786344.parquet

• harness_hellaswag_10

  • 分割: 2023_09_13T09_56_47.532864
  • 路径: **/details_harness|hellaswag|10_2023-09-13T09-56-47.532864.parquet
  • 分割: latest
  • 路径: **/details_harness|hellaswag|10_2023-09-13T09-56-47.532864.parquet

• harness_hendrycksTest_5

  • 分割: 2023_09_13T09_56_47.532864
  • 路径:
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    • **/details_harness|hendrycksTest-astronomy|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-09-13T09-56-47.532864.parquet
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    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-09-13T09-56-47.532864.parquet
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    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-09-13T09-56-47.532864.parquet
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    • **/details_harness|hendrycksTest-philosophy|5_2023-09-13T09-56-47.532864.parquet
    • **/details_harness|hendrycksTest-prehistory|5_2023-09-13T09-56-47.532864.parquet
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    • `**/details_harness|hendrycksTest-professional_medicine|5_2