open-llm-leaderboard-old/details_ehartford__Samantha-1.11-CodeLlama-34b

该数据集是在模型 ehartford/Samantha-1.11-CodeLlama-34b 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，每个配置对应一个特定的评估任务。数据集是从 2 次运行中生成的，每次运行在每个配置中表示为特定的分割。train 分割始终指向最新的结果。一个名为 results 的额外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 还提供了如何使用 datasets 库加载数据集的示例，并包含了特定运行的最新结果。

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型ehartford/Samantha-1.11-CodeLlama-34b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"分割始终指向最新的结果。
• 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_ehartford__Samantha-1.11-CodeLlama-34b", "harness_winogrande_5", split="train")

最新结果

以下是最新结果来自2023-10-22T11:44:05.953431： python { "all": { "em": 0.03460570469798658, "em_stderr": 0.0018718276753995871, "f1": 0.0896822567114094, "f1_stderr": 0.002178835707458538, "acc": 0.464067454416748, "acc_stderr": 0.011642141344686711 }, "harness|drop|3": { "em": 0.03460570469798658, "em_stderr": 0.0018718276753995871, "f1": 0.0896822567114094, "f1_stderr": 0.002178835707458538 }, "harness|gsm8k|5": { "acc": 0.19332827899924185, "acc_stderr": 0.010877733223180565 }, "harness|winogrande|5": { "acc": 0.7348066298342542, "acc_stderr": 0.01240654946619286 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_08_26T02_57_56.123943
  • 路径: **/details_harness|arc:challenge|25_2023-08-26T02:57:56.123943.parquet
  • 分割: latest
  • 路径: **/details_harness|arc:challenge|25_2023-08-26T02:57:56.123943.parquet

• harness_drop_3

  • 分割: 2023_10_22T11_44_05.953431
  • 路径: **/details_harness|drop|3_2023-10-22T11-44-05.953431.parquet
  • 分割: latest
  • 路径: **/details_harness|drop|3_2023-10-22T11-44-05.953431.parquet

• harness_gsm8k_5

  • 分割: 2023_10_22T11_44_05.953431
  • 路径: **/details_harness|gsm8k|5_2023-10-22T11-44-05.953431.parquet
  • 分割: latest
  • 路径: **/details_harness|gsm8k|5_2023-10-22T11-44-05.953431.parquet

• harness_hellaswag_10

  • 分割: 2023_08_26T02_57_56.123943
  • 路径: **/details_harness|hellaswag|10_2023-08-26T02:57:56.123943.parquet
  • 分割: latest
  • 路径: **/details_harness|hellaswag|10_2023-08-26T02:57:56.123943.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_26T02_57_56.123943
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-human_aging|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-international_law|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-machine_learning|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-management|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-marketing|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-nutrition|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-philosophy|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-prehistory|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-26T02:57:56.123943.parquet
    • **/details_harness|hendrycksTest-professional_law|5_2023-08-26T02:57:56.123943.parquet
    • `**/

搜集汇总

背景与挑战

背景概述

该数据集是为模型ehartford/Samantha-1.11-CodeLlama-34b在Open LLM Leaderboard上的评估自动生成的，包含64个配置对应不同评估任务，并由2次运行产生。其结构清晰，train分割提供最新结果，额外配置'results'存储聚合指标以支持排行榜显示，且README包含数据加载指南和最新结果示例。