open-llm-leaderboard/details_Salesforce__codegen-6B-multi

该数据集是在评估模型Salesforce/codegen-6B-multi时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果可以在每个配置的特定分割中找到，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，用于计算和显示在Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集来源

该数据集是在对模型 Salesforce/codegen-6B-multi 进行评估运行期间自动创建的。

数据集组成

数据集由64个配置组成，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作为一个特定的分片找到，分片名称使用运行的时间戳。"train" 分片始终指向最新的结果。

额外配置

一个额外的配置 "results" 存储了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

以下是加载特定运行详细信息的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Salesforce__codegen-6B-multi", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-17T16:03:24.243188 运行 的最新结果： python { "all": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219097, "f1": 0.04059878355704704, "f1_stderr": 0.0011641328961688674, "acc": 0.274462308809441, "acc_stderr": 0.008365299129010984 }, "harness|drop|3": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219097, "f1": 0.04059878355704704, "f1_stderr": 0.0011641328961688674 }, "harness|gsm8k|5": { "acc": 0.009855951478392721, "acc_stderr": 0.0027210765770416634 }, "harness|winogrande|5": { "acc": 0.5390686661404893, "acc_stderr": 0.014009521680980306 } }

配置详情

配置列表

• harness_arc_challenge_25

  • 分片: 2023_07_19T15_45_31.185140
  • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:45:31.185140.parquet
  • 分片: latest
  • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:45:31.185140.parquet

• harness_drop_3

  • 分片: 2023_09_17T16_03_24.243188
  • 路径: **/details_harness|drop|3_2023-09-17T16-03-24.243188.parquet
  • 分片: latest
  • 路径: **/details_harness|drop|3_2023-09-17T16-03-24.243188.parquet

• harness_gsm8k_5

  • 分片: 2023_09_17T16_03_24.243188
  • 路径: **/details_harness|gsm8k|5_2023-09-17T16-03-24.243188.parquet
  • 分片: latest
  • 路径: **/details_harness|gsm8k|5_2023-09-17T16-03-24.243188.parquet

• harness_hellaswag_10

  • 分片: 2023_07_19T15_45_31.185140
  • 路径: **/details_harness|hellaswag|10_2023-07-19T15:45:31.185140.parquet
  • 分片: latest
  • 路径: **/details_harness|hellaswag|10_2023-07-19T15:45:31.185140.parquet

• harness_hendrycksTest_5

  • 分片: 2023_07_19T15_45_31.185140
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-international_law|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-management|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-marketing|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T15:45:31.185140.parquet
    • **/details_harness|hendrycksTest-professional_law|5_2023-07-19T15:45:31.185140.parquet
    • `**/details_harness|hendrycksTest-professional_medicine|5