open-llm-leaderboard/details_dhmeltzer__Llama-2-13b-hf-eli5-wiki-1024_r_64_alpha_16

该数据集是在评估模型dhmeltzer/Llama-2-13b-hf-eli5-wiki-1024_r_64_alpha_16时自动生成的，包含64个配置，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果存储为特定的分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，results配置存储了所有运行的聚合结果，用于在Open LLM Leaderboard上计算和显示聚合指标。This dataset was automatically generated during the evaluation of the model dhmeltzer/Llama-2-13b-hf-eli5-wiki-1024_r_64_alpha_16. It contains 64 configurations, each corresponding to one evaluation task. The dataset is generated from two runs, with the results of each run stored as a specific dataset split, where the split name uses the timestamp of the run. The 'train' split always points to the most recent results. Additionally, the 'results' configuration stores the aggregated results from all runs, which are used to calculate and display aggregate metrics on the Open LLM Leaderboard.

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型 dhmeltzer/Llama-2-13b-hf-eli5-wiki-1024_r_64_alpha_16 的过程中自动创建的。数据集包含64个配置，每个配置对应一个评估任务。

数据集结构

数据集由2次运行结果组成，每次运行的结果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。

数据集配置

数据集包含以下配置：

• harness_arc_challenge_25
• harness_drop_3
• harness_gsm8k_5
• harness_hellaswag_10
• harness_hendrycksTest_5
• harness_hendrycksTest_abstract_algebra_5
• harness_hendrycksTest_anatomy_5
• harness_hendrycksTest_astronomy_5
• harness_hendrycksTest_business_ethics_5
• harness_hendrycksTest_clinical_knowledge_5
• harness_hendrycksTest_college_biology_5
• harness_hendrycksTest_college_chemistry_5
• harness_hendrycksTest_college_computer_science_5
• harness_hendrycksTest_college_mathematics_5
• harness_hendrycksTest_college_medicine_5
• harness_hendrycksTest_college_physics_5
• harness_hendrycksTest_computer_security_5
• harness_hendrycksTest_conceptual_physics_5
• harness_hendrycksTest_econometrics_5
• harness_hendrycksTest_electrical_engineering_5

数据文件

每个配置包含不同分割的数据文件，例如：

• harness_arc_challenge_25 包含 2023_09_05T15_26_38.811892 和 latest 分割的数据文件。
• harness_drop_3 包含 2023_09_22T19_51_06.659965 和 latest 分割的数据文件。

最新结果

最新结果来自 2023-09-22T19:51:06.659965 运行，包含以下指标： python { "all": { "em": 0.002726510067114094, "em_stderr": 0.0005340111700415918, "f1": 0.06889890939597297, "f1_stderr": 0.0014912452735151907, "acc": 0.43548543448224686, "acc_stderr": 0.010181852995139873 }, "harness|drop|3": { "em": 0.002726510067114094, "em_stderr": 0.0005340111700415918, "f1": 0.06889890939597297, "f1_stderr": 0.0014912452735151907 }, "harness|gsm8k|5": { "acc": 0.10538286580742987, "acc_stderr": 0.00845757588404176 }, "harness|winogrande|5": { "acc": 0.7655880031570639, "acc_stderr": 0.011906130106237986 } }