open-llm-leaderboard/details_CHIH-HUNG__llama-2-13b-FINETUNE5_4w-r16-gate_up_down

该数据集是在模型CHIH-HUNG/llama-2-13b-FINETUNE5_4w-r16-gate_up_down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次运行中创建的，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。此外，还有一个名为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还提供了一个如何使用Python中的datasets库加载运行细节的示例。

原始信息汇总

数据集概述

数据集来源

该数据集是在评估模型 CHIH-HUNG/llama-2-13b-FINETUNE5_4w-r16-gate_up_down 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片找到，分片名称使用运行的时间戳。
• 最新结果："train" 分片始终指向最新的结果。
• 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_CHIH-HUNG__llama-2-13b-FINETUNE5_4w-r16-gate_up_down", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-29T07:06:26.845938 运行的最新结果： python { "all": { "em": 0.20836828859060402, "em_stderr": 0.004159269440162747, "f1": 0.2507906879194633, "f1_stderr": 0.004162090421371717, "acc": 0.43807672814244847, "acc_stderr": 0.01035305451841861 }, "harness|drop|3": { "em": 0.20836828859060402, "em_stderr": 0.004159269440162747, "f1": 0.2507906879194633, "f1_stderr": 0.004162090421371717 }, "harness|gsm8k|5": { "acc": 0.11372251705837756, "acc_stderr": 0.008744810131034056 }, "harness|winogrande|5": { "acc": 0.7624309392265194, "acc_stderr": 0.011961298905803166 } }

配置详情

以下是数据集的部分配置详情：

• harness_arc_challenge_25

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|arc:challenge|25_2023-10-10T10-01-17.783068.parquet

• harness_drop_3

  • 分片：2023_10_29T07_06_26.845938, latest
  • 路径：**/details_harness|drop|3_2023-10-29T07-06-26.845938.parquet

• harness_gsm8k_5

  • 分片：2023_10_29T07_06_26.845938, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-29T07-06-26.845938.parquet

• harness_hellaswag_10

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hellaswag|10_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_anatomy_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_astronomy_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_college_biology_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_college_physics_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_computer_security_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_econometrics_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-10T10-01-17.783068.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片：2023_10_10T10_01_17.783068, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T10-01-17.783068.parquet

以上是数据集的概述和部分配置详情，更多配置请参考原始数据集详情页面。