open-llm-leaderboard-old/details_CHIH-HUNG__llama-2-13b-FINETUNE4_3.8w-r16-q_k_v_o_gate_up_down

该数据集是在Open LLM Leaderboard上对模型CHIH-HUNG/llama-2-13b-FINETUNE4_3.8w-r16-q_k_v_o_gate_up_down进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集从2次运行中创建，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，并用于计算和显示Open LLM Leaderboard上的聚合指标。

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-FINETUNE4_3.8w-r16-q_k_v_o_gate_up_down 的过程中自动创建的，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。
• 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-FINETUNE4_3.8w-r16-q_k_v_o_gate_up_down", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果来自 run 2023-10-23T20:38:43.252045： python { "all": { "em": 0.3701761744966443, "em_stderr": 0.004944853456208216, "f1": 0.4095354446308729, "f1_stderr": 0.004845432044443532, "acc": 0.4391206057062913, "acc_stderr": 0.01050548040574193 }, "harness|drop|3": { "em": 0.3701761744966443, "em_stderr": 0.004944853456208216, "f1": 0.4095354446308729, "f1_stderr": 0.004845432044443532 }, "harness|gsm8k|5": { "acc": 0.12054586808188021, "acc_stderr": 0.008968608285309073 }, "harness|winogrande|5": { "acc": 0.7576953433307024, "acc_stderr": 0.012042352526174789 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|arc:challenge|25_2023-10-04T05-17-27.993942.parquet

• harness_drop_3

  • 分割: 2023_10_23T20_38_43.252045, latest
  • 路径: **/details_harness|drop|3_2023-10-23T20-38-43.252045.parquet

• harness_gsm8k_5

  • 分割: 2023_10_23T20_38_43.252045, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-23T20-38-43.252045.parquet

• harness_hellaswag_10

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hellaswag|10_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-10-04T05-17-27.993942.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_10_04T05_17_27.993942, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-04T05-17-27.993942.parquet

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