open-llm-leaderboard/details_jlevin__guanaco-unchained-llama-2-7b

该数据集是在Open LLM Leaderboard上对模型jlevin/guanaco-unchained-llama-2-7b进行评估时自动生成的。数据集由64个配置组成，每个配置对应一个被评估的任务。数据集由4次运行生成，每次运行在每个配置中表示为特定的分割，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，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。README还提供了一个Python代码片段，用于加载运行中的详细信息，并包含了特定运行的最新结果。

This dataset was automatically generated during the evaluation of the model jlevin/guanaco-unchained-llama-2-7b on the Open LLM Leaderboard. It comprises 64 configurations, each corresponding to an individual evaluation task. The dataset is generated via 4 independent runs, where each run is represented as a distinct split for each configuration, with the split name being the timestamp of the corresponding run. The "train" split always references the most up-to-date results. Furthermore, the configuration titled "results" stores the aggregated results across all runs, which are utilized to compute and display the aggregate metrics on the Open LLM Leaderboard. The accompanying README also includes a Python code snippet for loading detailed run information, as well as the most recent results for a specific run.

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 jlevin/guanaco-unchained-llama-2-7b 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集组成

• 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 4 次运行生成，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。

额外配置

• 一个额外的配置 "results" 存储所有运行的聚合结果，用于计算并在 Open LLM Leaderboard 上显示聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_jlevin__guanaco-unchained-llama-2-7b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-23T03:51:33.627576 运行的最新结果： python { "all": { "em": 0.00388003355704698, "em_stderr": 0.0006366682825519847, "f1": 0.060006291946308764, "f1_stderr": 0.0014772658686472916, "acc": 0.3394735314656232, "acc_stderr": 0.009225130040171274 }, "harness|drop|3": { "em": 0.00388003355704698, "em_stderr": 0.0006366682825519847, "f1": 0.060006291946308764, "f1_stderr": 0.0014772658686472916 }, "harness|gsm8k|5": { "acc": 0.03411675511751327, "acc_stderr": 0.00500021260077329 }, "harness|winogrande|5": { "acc": 0.6448303078137332, "acc_stderr": 0.013450047479569257 } }

配置详情

以下是数据集的部分配置详情：

配置：harness_arc_challenge_25

• 分割：2023_08_09T16_49_06.060712
  • 路径：**/details_harness|arc:challenge|25_2023-08-09T16:49:06.060712.parquet
• 分割：2023_08_09T20_41_35.699742
  • 路径：**/details_harness|arc:challenge|25_2023-08-09T20:41:35.699742.parquet
• 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-09T20:41:35.699742.parquet

配置：harness_drop_3

• 分割：2023_09_17T18_52_14.422934
  • 路径：**/details_harness|drop|3_2023-09-17T18-52-14.422934.parquet
• 分割：2023_09_23T03_51_33.627576
  • 路径：**/details_harness|drop|3_2023-09-23T03-51-33.627576.parquet
• 分割：latest
  • 路径：**/details_harness|drop|3_2023-09-23T03-51-33.627576.parquet

配置：harness_gsm8k_5

• 分割：2023_09_17T18_52_14.422934
  • 路径：**/details_harness|gsm8k|5_2023-09-17T18-52-14.422934.parquet
• 分割：2023_09_23T03_51_33.627576
  • 路径：**/details_harness|gsm8k|5_2023-09-23T03-51-33.627576.parquet
• 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-09-23T03-51-33.627576.parquet

配置：harness_hellaswag_10

• 分割：2023_08_09T16_49_06.060712
  • 路径：**/details_harness|hellaswag|10_2023-08-09T16:49:06.060712.parquet
• 分割：2023_08_09T20_41_35.699742
  • 路径：**/details_harness|hellaswag|10_2023-08-09T20:41:35.699742.parquet
• 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-09T20:41:35.699742.parquet

配置：harness_hendrycksTest_5

• 分割：2023_08_09T16_49_06.060712
  • 路径：
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-human_aging|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-international_law|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-machine_learning|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-management|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-marketing|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-09T16:49:06.060712.parquet
    • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-09T16:49:06.060712.parquet
    • `**/details_harness|hendrycksTest-moral_disputes|5