open-llm-leaderboard/details_upstage__Llama-2-70b-instruct

该数据集是在模型upstage/Llama-2-70b-instruct的评估运行期间自动创建的，用于Open LLM Leaderboard的评估。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，每次运行的结果存储为特定配置中的一个分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。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。

This dataset was automatically generated during the evaluation runs of the model upstage/Llama-2-70b-instruct, and is intended for evaluations on the Open LLM Leaderboard. The dataset consists of 64 configurations, each corresponding to a single evaluation task. It is derived from two separate runs, where the results of each run are stored as a split under a specific configuration, with the split name being the timestamp of the corresponding run. The "train" split always references the most up-to-date results. Additionally, there is a configuration named "results" that stores the aggregated results across all runs, which are used to compute and display the aggregated metrics on the Open LLM Leaderboard.

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 upstage/Llama-2-70b-instruct 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集结构

• 数据集包含 64 个配置，每个配置对应一个评估任务。
• 数据集由 2 次运行创建，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。
• 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 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_upstage__Llama-2-70b-instruct", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-17T12:48:24.237609 运行的最新结果： python { "all": { "em": 0.49989513422818793, "em_stderr": 0.005120467878578845, "f1": 0.5841736577181234, "f1_stderr": 0.004671177225967014, "acc": 0.5754715400500128, "acc_stderr": 0.011730426388075654 }, "harness|drop|3": { "em": 0.49989513422818793, "em_stderr": 0.005120467878578845, "f1": 0.5841736577181234, "f1_stderr": 0.004671177225967014 }, "harness|gsm8k|5": { "acc": 0.32221379833206976, "acc_stderr": 0.01287243548118878 }, "harness|winogrande|5": { "acc": 0.8287292817679558, "acc_stderr": 0.010588417294962526 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割：2023_07_31T16_38_35.808290
    • 路径：**/details_harness|arc:challenge|25_2023-07-31T16:38:35.808290.parquet
  • 分割：latest
    • 路径：**/details_harness|arc:challenge|25_2023-07-31T16:38:35.808290.parquet

• harness_drop_3

  • 分割：2023_10_17T12_48_24.237609
    • 路径：**/details_harness|drop|3_2023-10-17T12-48-24.237609.parquet
  • 分割：latest
    • 路径：**/details_harness|drop|3_2023-10-17T12-48-24.237609.parquet

• harness_gsm8k_5

  • 分割：2023_10_17T12_48_24.237609
    • 路径：**/details_harness|gsm8k|5_2023-10-17T12-48-24.237609.parquet
  • 分割：latest
    • 路径：**/details_harness|gsm8k|5_2023-10-17T12-48-24.237609.parquet

• harness_hellaswag_10

  • 分割：2023_07_31T16_38_35.808290
    • 路径：**/details_harness|hellaswag|10_2023-07-31T16:38:35.808290.parquet
  • 分割：latest
    • 路径：**/details_harness|hellaswag|10_2023-07-31T16:38:35.808290.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_31T16_38_35.808290
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-31T16:38:35.808290.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-07-31T16:38:35.808290.parquet
      • `**/details_harness|hendrycksTest-professional