open-llm-leaderboard-old/details_frankenmerger__gemoy-4b-instruct-scientific

该数据集是在模型frankenmerger/gemoy-4b-instruct-scientific在Open LLM排行榜上评估运行期间自动创建的。它包含63个配置，每个配置对应一个评估任务。数据集是从一个运行中创建的，每个运行都作为一个特定的分割，以运行的日期时间戳命名。此外，还有一个名为results的配置，存储了运行中所有聚合结果，用于在排行榜上计算和显示聚合指标。数据集详细记录了各种任务和学科的结果，提供了准确性及其标准误差等性能指标。

原始信息汇总

数据集概述

数据集摘要

该数据集是在评估模型 frankenmerger/gemoy-4b-instruct-scientific 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集组成

• 该数据集包含 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。
• 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_frankenmerger__gemoy-4b-instruct-scientific", "harness_winogrande_5", split="train")

最新结果

以下是 2024-03-10T11:10:43.531199 运行的最新结果：

python { "all": { "acc": 0.3887480937200939, "acc_stderr": 0.033967527013847434, "acc_norm": 0.3919353670094879, "acc_norm_stderr": 0.03472007289325813, "mc1": 0.26438188494492043, "mc1_stderr": 0.015438211119522514, "mc2": 0.4195962328166831, "mc2_stderr": 0.014414337460874078 }, "harness|arc:challenge|25": { "acc": 0.39334470989761094, "acc_stderr": 0.014275101465693026, "acc_norm": 0.4197952218430034, "acc_norm_stderr": 0.014422181226303026 }, "harness|hellaswag|10": { "acc": 0.46106353316072496, "acc_stderr": 0.004974628903829138, "acc_norm": 0.6304521011750648, "acc_norm_stderr": 0.004816958817726085 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.33, "acc_stderr": 0.047258156262526045, "acc_norm": 0.33, "acc_norm_stderr": 0.047258156262526045 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_03_10T11_10_43.531199
      • 路径: **/details_harness|arc:challenge|25_2024-03-10T11-10-43.531199.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-03-10T11-10-43.531199.parquet

• config_name: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_03_10T11_10_43.531199
      • 路径: **/details_harness|gsm8k|5_2024-03-10T11-10-43.531199.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-03-10T11-10-43.531199.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_03_10T11_10_43.531199
      • 路径: **/details_harness|hellaswag|10_2024-03-10T11-10-43.531199.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-03-10T11-10-43.531199.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_03_10T11_10_43.531199
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-03-10T11-10-43.531199.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-03-10T11-10-43.531199.parquet