open-llm-leaderboard/details_CoolWP__llama-2-13b-guanaco-fp16

数据集是在模型CoolWP/llama-2-13b-guanaco-fp16的评估运行期间自动创建的，评估运行在Open LLM Leaderboard上进行。数据集由61个配置组成，每个配置对应一个评估任务。数据集是从1次运行中创建的，每次运行可以在每个配置中找到特定的分割，分割使用运行的时间戳命名。train分割始终指向最新的结果。此外，results配置存储了所有运行的聚合结果，并用于计算和显示Open LLM Leaderboard上的聚合指标。This dataset was automatically created during the evaluation run of the model CoolWP/llama-2-13b-guanaco-fp16, which was conducted on the Open LLM Leaderboard. The dataset comprises 61 configurations, each corresponding to one evaluation task. The dataset is generated from a single evaluation run, where each configuration has a dedicated data split named with the timestamp of the run. The train split always points to the most up-to-date results. Additionally, the results configuration stores the aggregated results across all runs, and is used to calculate and display the aggregated metrics on the Open LLM Leaderboard.

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 CoolWP/llama-2-13b-guanaco-fp16 在 Open LLM Leaderboard 上的自动创建的。数据集包含 61 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" 分割总是指向最新的结果。

数据集结构

数据集包含以下配置：

• harness_arc_challenge_25

  • 分割：2023_08_17T18_49_30.894423
  • 路径：**/details_harness|arc:challenge|25_2023-08-17T18:49:30.894423.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-17T18:49:30.894423.parquet

• harness_hellaswag_10

  • 分割：2023_08_17T18_49_30.894423
  • 路径：**/details_harness|hellaswag|10_2023-08-17T18:49:30.894423.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-17T18:49:30.894423.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_17T18_49_30.894423
  • 路径：
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-17T18:49:30.894423.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-17T18:49:30.894423.parquet

最新结果

以下是 2023-08-17T18:49:30.894423 的最新结果：

python { "all": { "acc": 0.5557402565625233, "acc_stderr": 0.03433097920024075, "acc_norm": 0.5600027152011281, "acc_norm_stderr": 0.03430992590405376, "mc1": 0.29865361077111385, "mc1_stderr": 0.016021570613768542, "mc2": 0.43400538092704843, "mc2_stderr": 0.014284105671223521 }, "harness|arc:challenge|25": { "acc": 0.552901023890785, "acc_stderr": 0.014529380160526843, "acc_norm": 0.5955631399317406, "acc_norm_stderr": 0.014342036483436177 }, "harness|hellaswag|10": { "acc": 0.615116510655248, "acc_stderr": 0.004855733568540267, "acc_norm": 0.8239394542919737, "acc_norm_stderr": 0.003800932770597752 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.34, "acc_stderr": 0.047609522856952365, "acc_norm": 0.34, "acc_norm_stderr": 0.047609522856952365 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.4740740740740741, "acc_stderr": 0.04313531696750574, "acc_norm": 0.4740740740740741, "acc_norm_stderr": 0.04313531696750574 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.5263157894736842, "acc_stderr": 0.04063302731486671, "acc_norm": 0.5263157894736842, "acc_norm_stderr": 0.04063302731486671 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.56, "acc_stderr": 0.04988876515698589, "acc_norm": 0.56, "acc_norm_stderr": 0.04988876515698589 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.6037735849056604, "acc_stderr": 0.030102793781791197, "acc_norm": 0.6037735849056604, "acc_norm_stderr": 0.030102793781791197 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.5763888888888888, "acc_stderr": 0.0413212501972337, "acc_norm": 0.5763888888888888, "acc_norm_stderr": 0.0413212501972337 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.41, "acc_stderr": 0.04943110704237102, "acc_norm": 0.41, "acc_norm_stderr": 0.04943110704237102 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.47, "acc_stderr": 0.05016135580465919, "acc_norm": 0.47, "acc_norm_stderr": 0.05016135580465919 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.38, "acc_stderr": 0.048783173121456316, "acc_norm": 0.38, "acc_norm_stderr": 0.048783173121456316 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.5144508670520231, "acc_stderr": 0.03810871630454764, "acc_norm": 0.5144508670520231, "acc_norm_stderr": 0.03810871630454764 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.23529411764705882, "acc_stderr": 0.04220773659171452, "acc_norm": 0.23529411764705882, "acc_norm_stderr": 0.04220773659171452 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.72, "acc_stderr": 0.04512608598542128, "acc_norm": 0.72, "acc_norm_stderr": 0.04512608598542128 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.42127659574468085, "acc_stderr": 0.03227834510146268, "acc_norm": 0.42127659574468085, "acc_norm_stderr": 0.03227834510146268 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.2894736842105263, "acc_stderr": 0.04266339443159394, "acc_norm": 0.2894736842105263, "acc_norm_stderr": 0.04266339443159394 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.5379310344827586, "acc_stderr": 0.04154659671707548, "acc_norm": 0.53