open-llm-leaderboard-old/details_CHIH-HUNG__llama-2-13b-FINETUNE5_4w-r8-q_k_v_o_gate_up_down

该数据集是在模型CHIH-HUNG/llama-2-13b-FINETUNE5_4w-r8-q_k_v_o_gate_up_down在Open LLM Leaderboard上的评估运行期间自动生成的。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次运行的数据组成，每次运行在每个配置中表示为特定的分割，分割名称由运行的时间戳命名。train分割始终指向最新的结果。此外，还有一个results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

数据集创建

• 数据集是在模型 CHIH-HUNG/llama-2-13b-FINETUNE5_4w-r8-q_k_v_o_gate_up_down 的评估运行期间自动创建的。
• 该数据集用于 Open LLM Leaderboard 的评估。

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" 分割始终指向最新的结果。

结果配置

• 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_CHIH-HUNG__llama-2-13b-FINETUNE5_4w-r8-q_k_v_o_gate_up_down", "harness_winogrande_5", split="train")

最新结果

• 以下是 2023-10-25T21:40:15.944875 运行 的最新结果： python { "all": { "em": 0.07697147651006711, "em_stderr": 0.002729682408788614, "f1": 0.12191170302013389, "f1_stderr": 0.0028589398116221384, "acc": 0.44546584943629414, "acc_stderr": 0.01035635936441261 }, "harness|drop|3": { "em": 0.07697147651006711, "em_stderr": 0.002729682408788614, "f1": 0.12191170302013389, "f1_stderr": 0.0028589398116221384 }, "harness|gsm8k|5": { "acc": 0.11902956785443518, "acc_stderr": 0.00891970291116163 }, "harness|winogrande|5": { "acc": 0.7719021310181531, "acc_stderr": 0.011793015817663592 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|arc:challenge|25_2023-10-10T10-20-42.158103.parquet

• harness_drop_3

  • 分割：2023_10_25T21_40_15.944875, latest
  • 路径：**/details_harness|drop|3_2023-10-25T21-40-15.944875.parquet

• harness_gsm8k_5

  • 分割：2023_10_25T21_40_15.944875, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-25T21-40-15.944875.parquet

• harness_hellaswag_10

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hellaswag|10_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-10T10-20-42.158103.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_10_10T10_20_42.158103, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T10-20-42.158103.parquet

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