open-llm-leaderboard-old/details_JCX-kcuf__Llama-2-7b-hf-gpt-4-80k

该数据集是在评估模型[JCX-kcuf/Llama-2-7b-hf-gpt-4-80k](https://huggingface.co/JCX-kcuf/Llama-2-7b-hf-gpt-4-80k)在[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)上的表现时自动生成的。数据集包含63个配置，每个配置对应一个评估任务。数据集由1次运行生成，每次运行的结果存储为特定配置中的一个分割，分割名称使用运行的时间戳。此外，还有一个名为"results"的配置，存储了所有运行的聚合结果，用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

数据集摘要

该数据集是在模型 JCX-kcuf/Llama-2-7b-hf-gpt-4-80k 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

数据集结构

• 配置数量：63个配置，每个配置对应一个评估任务。
• 创建来源：从1次运行中创建。每个运行可以在每个配置中找到一个特定的分割，分割名称使用运行的时间戳。
• 训练分割："train" 分割始终指向最新结果。
• 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_JCX-kcuf__Llama-2-7b-hf-gpt-4-80k", "harness_winogrande_5", split="train")

最新结果

这些是最新结果，来自 2024-03-11T18:19:30.657181 运行：

python { "all": { "acc": 0.4691427623076365, "acc_stderr": 0.03458340541870251, "acc_norm": 0.4741335558049342, "acc_norm_stderr": 0.035370693026626564, "mc1": 0.3390452876376989, "mc1_stderr": 0.016571797910626615, "mc2": 0.4862513962984137, "mc2_stderr": 0.014967511131756355 }, "harness|arc:challenge|25": { "acc": 0.5110921501706485, "acc_stderr": 0.01460779491401305, "acc_norm": 0.5554607508532423, "acc_norm_stderr": 0.01452122640562708 }, "harness|hellaswag|10": { "acc": 0.5802628958374826, "acc_stderr": 0.0049250721597238365, "acc_norm": 0.7726548496315475, "acc_norm_stderr": 0.004182607685205692 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, ... }

配置详情

• config_name: harness_arc_challenge_25

  • data_files:
    • split: 2024_03_11T18_19_30.657181
      • **/details_harness|arc:challenge|25_2024-03-11T18-19-30.657181.parquet
    • split: latest
      • **/details_harness|arc:challenge|25_2024-03-11T18-19-30.657181.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2024_03_11T18_19_30.657181
      • **/details_harness|gsm8k|5_2024-03-11T18-19-30.657181.parquet
    • split: latest
      • **/details_harness|gsm8k|5_2024-03-11T18-19-30.657181.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2024_03_11T18_19_30.657181
      • **/details_harness|hellaswag|10_2024-03-11T18-19-30.657181.parquet
    • split: latest
      • **/details_harness|hellaswag|10_2024-03-11T18-19-30.657181.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2024_03_11T18_19_30.657181
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2024-03-11T18-19-30.657181.parquet
      • ...
    • split: latest
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2024-03-11T18-19-30.657181.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2024-03-11T18-19-30.657181.parquet
      • ...