open-llm-leaderboard-old/details_mlabonne__NeuralPipe-7B-slerp

该数据集是在评估模型mlabonne/NeuralPipe-7B-slerp时自动生成的，评估过程在Open LLM Leaderboard上进行。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2次运行生成，每次运行的结果作为一个特定的分割存储在配置中，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，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

数据集简介

该数据集是在评估模型mlabonne/NeuralPipe-7B-slerp在Open LLM Leaderboard上的运行过程中自动创建的。

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。
• 运行次数：数据集从2次运行中创建。每个运行在每个配置中作为一个特定的分割存在，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，用于计算和显示在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_mlabonne__NeuralPipe-7B-slerp", "harness_winogrande_5", split="train")

最新结果

以下是2024-01-05T12:33:01.505276运行的最新结果：

python { "all": { "acc": 0.6445269708058093, "acc_stderr": 0.03218714474134609, "acc_norm": 0.6449418405596148, "acc_norm_stderr": 0.03284511879516387, "mc1": 0.4283965728274174, "mc1_stderr": 0.017323088597314754, "mc2": 0.598408044881861, "mc2_stderr": 0.015149948573522944 }, "harness|arc:challenge|25": { "acc": 0.6476109215017065, "acc_stderr": 0.013960142600598675, "acc_norm": 0.6757679180887372, "acc_norm_stderr": 0.013678810399518829 }, "harness|hellaswag|10": { "acc": 0.6701852220673172, "acc_stderr": 0.0046918486653990685, "acc_norm": 0.8616809400517825, "acc_norm_stderr": 0.003445289925011734 }, # 其他任务结果省略... }

配置详情

• harness_arc_challenge_25

  • 分割：2023_12_29T17_44_55.770154, 2024_01_05T12_33_01.505276, latest
  • 路径：**/details_harness|arc:challenge|25_2023-12-29T17-44-55.770154.parquet, **/details_harness|arc:challenge|25_2024-01-05T12-33-01.505276.parquet

• harness_gsm8k_5

  • 分割：2023_12_29T17_44_55.770154, 2024_01_05T12_33_01.505276, latest
  • 路径：**/details_harness|gsm8k|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|gsm8k|5_2024-01-05T12-33-01.505276.parquet

• harness_hellaswag_10

  • 分割：2023_12_29T17_44_55.770154, 2024_01_05T12_33_01.505276, latest
  • 路径：**/details_harness|hellaswag|10_2023-12-29T17-44-55.770154.parquet, **/details_harness|hellaswag|10_2024-01-05T12-33-01.505276.parquet

• harness_hendrycksTest_5

  • 分割：2023_12_29T17_44_55.770154, 2024_01_05T12_33_01.505276, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-anatomy|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-astronomy|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-business_ethics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-college_biology|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-college_chemistry|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-college_computer_science|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-college_mathematics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-college_medicine|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-college_physics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-computer_security|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-conceptual_physics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-econometrics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-electrical_engineering|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-formal_logic|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-global_facts|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_biology|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_chemistry|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_computer_science|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_european_history|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_geography|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_mathematics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_physics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_psychology|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_statistics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_us_history|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-high_school_world_history|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-human_aging|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-human_sexuality|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-international_law|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-jurisprudence|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-logical_fallacies|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-machine_learning|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-management|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-marketing|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-medical_genetics|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-miscellaneous|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-moral_disputes|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-moral_scenarios|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-nutrition|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-philosophy|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-prehistory|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-professional_accounting|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-professional_law|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-professional_medicine|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-professional_psychology|5_2023-12-29T17-44-55.770154.parquet, **/details_harness|hendrycksTest-public_relations|5_2023-12-29T17-44-55.770154.parquet, `**/details_harness|hendrycksTest-security_studies|5_