open-llm-leaderboard/details_Yukang__Llama-2-13b-longlora-16k-ft

该数据集是在模型Yukang/Llama-2-13b-longlora-16k-ft的评估运行期间自动创建的，用于在Open LLM Leaderboard上进行评估。数据集由64个配置组成，每个配置对应一个评估任务。数据集由2次运行创建，每次运行的结果可以在每个配置的特定分割中找到，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，还有一个名为results的配置存储了所有运行的聚合结果，并用于计算和显示Open LLM Leaderboard上的聚合指标。This dataset was automatically created during the evaluation run of the model Yukang/Llama-2-13b-longlora-16k-ft for evaluation on the Open LLM Leaderboard. It consists of 64 configurations, each corresponding to one evaluation task. The dataset is generated from two runs, and the results of each run can be found in the specific split of the corresponding configuration, where the split name uses the timestamp of the run. The `train` split always points to the most recent results. Additionally, there is a configuration named `results` that stores the aggregated results of 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

数据集来源

该数据集是在对模型 Yukang/Llama-2-13b-longlora-16k-ft 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集结构

• 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" 分割总是指向最新的结果。
• 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_Yukang__Llama-2-13b-longlora-16k-ft", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果来自 run 2023-10-25T13:51:53.444348 的示例： python { "all": { "em": 0.0, "em_stderr": 0.0, "f1": 0.0, "f1_stderr": 0.0, "acc": 0.2478295185477506, "acc_stderr": 0.007025978032038448 }, "harness|drop|3": { "em": 0.0, "em_stderr": 0.0, "f1": 0.0, "f1_stderr": 0.0 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.4956590370955012, "acc_stderr": 0.014051956064076896 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|arc:challenge|25_2023-10-10T13-32-51.379088.parquet

• harness_drop_3

  • 分割：2023_10_25T13_51_53.444348, latest
  • 路径：**/details_harness|drop|3_2023-10-25T13-51-53.444348.parquet

• harness_gsm8k_5

  • 分割：2023_10_25T13_51_53.444348, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-25T13-51-53.444348.parquet

• harness_hellaswag_10

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hellaswag|10_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T13-32-51.379088.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_10_10T13_32_51.379088, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-10T13-32-51.379088.parquet

以上是数据集的概述和配置详情。