open-llm-leaderboard/details_sia-ai__llama-2-7b-1-percent-open-orca-1000-steps-v0

该数据集是在模型sia-ai/llama-2-7b-1-percent-open-orca-1000-steps-v0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，每个配置对应一个评估任务。它包含2次运行的数据，每次运行在每个配置中表示为特定的分割。train分割始终指向最新结果。一个名为results的额外配置存储了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。README还提供了如何使用Hugging Face datasets库加载数据集的示例。

原始信息汇总

数据集概述

该数据集是在对模型 sia-ai/llama-2-7b-1-percent-open-orca-1000-steps-v0 进行评估运行期间自动创建的，用于 Open LLM Leaderboard 的评估。

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。
• 数据集由 2 次运行创建，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_sia-ai__llama-2-7b-1-percent-open-orca-1000-steps-v0", "harness_winogrande_5", split="train")

最新结果

以下是来自 2023-10-23T07:22:00.656974 运行的最新结果（注意可能包含其他任务的结果，每个任务的结果可以在 "results" 和 "latest" 分割中找到）：

python { "all": { "em": 0.08672399328859061, "em_stderr": 0.0028821083852410504, "f1": 0.13875838926174472, "f1_stderr": 0.0030398596200052856, "acc": 0.384207080894677, "acc_stderr": 0.00839930559560157 }, "harness|drop|3": { "em": 0.08672399328859061, "em_stderr": 0.0028821083852410504, "f1": 0.13875838926174472, "f1_stderr": 0.0030398596200052856 }, "harness|gsm8k|5": { "acc": 0.027293404094010616, "acc_stderr": 0.004488095380209766 }, "harness|winogrande|5": { "acc": 0.7411207576953434, "acc_stderr": 0.012310515810993376 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|arc:challenge|25_2023-08-18T13:55:57.511446.parquet

• harness_drop_3

  • 分割: 2023_10_23T07_22_00.656974, latest
  • 路径: **/details_harness|drop|3_2023-10-23T07-22-00.656974.parquet

• harness_gsm8k_5

  • 分割: 2023_10_23T07_22_00.656974, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-23T07-22-00.656974.parquet

• harness_hellaswag_10

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hellaswag|10_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-08-18T13:55:57.511446.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_08_18T13_55_57.511446, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-18T13:55:57.511446.parquet

以上是数据集的详细概述，包括数据集的组成、加载示例、最新结果以及各个配置的详细信息。