open-llm-leaderboard-old/details_Swisslex__Mixtral-8x7b-DPO-v0.2

该数据集是在模型 Swisslex/Mixtral-8x7b-DPO-v0.2 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 63 个配置组成，每个配置对应一个被评估的任务。数据集是从 1 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 的额外配置存储了运行的所有聚合结果，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 `datasets` 库中的 `load_dataset` 函数加载运行中的详细信息的示例。还包括了 2024-01-16 运行的最新结果，显示了不同任务的各种准确率指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在模型Swisslex/Mixtral-8x7b-DPO-v0.2的评估运行期间自动创建的，用于Open LLM Leaderboard。

数据集组成

• 数据集包含63个配置，每个配置对应一个评估任务。
• 数据集从1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。
• "train"分割总是指向最新的结果。
• 额外的"results"配置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_Swisslex__Mixtral-8x7b-DPO-v0.2", "harness_winogrande_5", split="train")

最新结果

以下是最新结果的摘要： python { "all": { "acc": 0.7090305152663554, "acc_stderr": 0.030408745551927793, "acc_norm": 0.7130050743913563, "acc_norm_stderr": 0.03099893935186279, "mc1": 0.4394124847001224, "mc1_stderr": 0.017374520482513707, "mc2": 0.5869091785507645, "mc2_stderr": 0.01561392560307738 }, "harness|arc:challenge|25": { "acc": 0.6715017064846417, "acc_stderr": 0.013724978465537293, "acc_norm": 0.7039249146757679, "acc_norm_stderr": 0.01334091608524626 }, "harness|hellaswag|10": { "acc": 0.6922923720374428, "acc_stderr": 0.004606015773125625, "acc_norm": 0.8773152758414658, "acc_norm_stderr": 0.0032740447231806155 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.36, "acc_stderr": 0.04824181513244218, "acc_norm": 0.36, "acc_norm_stderr": 0.04824181513244218 }, # 其他任务的结果... }

配置详情

• harness_arc_challenge_25

  • 分割: 2024_01_16T18_18_43.502951, latest
  • 路径: **/details_harness|arc:challenge|25_2024-01-16T18-18-43.502951.parquet

• harness_gsm8k_5

  • 分割: 2024_01_16T18_18_43.502951, latest
  • 路径: **/details_harness|gsm8k|5_2024-01-16T18-18-43.502951.parquet

• harness_hellaswag_10

  • 分割: 2024_01_16T18_18_43.502951, latest
  • 路径: **/details_harness|hellaswag|10_2024-01-16T18-18-43.502951.parquet

• harness_hendrycksTest_5

  • 分割: 2024_01_16T18_18_43.502951, latest
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2024-01-16T18-18-43.502951.parquet
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    • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-16T18-18-43.502951.parquet
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    • **/details_harness|hendrycksTest-nutrition|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-philosophy|5_2024-01-16T18-18-43.502951.parquet
    • **/details_harness|hendrycksTest-prehistory|5_2024-01-16T18-18-43.502951.parquet
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    • `**/details_harness|