open-llm-leaderboard/details_YeungNLP__firefly-llama2-7b-pretrain

该数据集是在模型 YeungNLP/firefly-llama2-7b-pretrain 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成，每个配置对应一个特定的评估任务。它包含来自 2 次运行的数据，每次运行在每个配置中表示为特定的分割。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了如何使用 datasets 库加载数据集的示例，并包含了特定运行的最新结果。

原始信息汇总

数据集概述

数据集来源

该数据集是在评估模型 YeungNLP/firefly-llama2-7b-pretrain 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集结构

• 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_YeungNLP__firefly-llama2-7b-pretrain", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果来自2023-10-24T22:23:31.822890 的摘要： python { "all": { "em": 0.0007340604026845638, "em_stderr": 0.0002773614457335575, "f1": 0.0473752097315439, "f1_stderr": 0.0011829405023092946, "acc": 0.36752358971812016, "acc_stderr": 0.008870377138277116 }, "harness|drop|3": { "em": 0.0007340604026845638, "em_stderr": 0.0002773614457335575, "f1": 0.0473752097315439, "f1_stderr": 0.0011829405023092946 }, "harness|gsm8k|5": { "acc": 0.032600454890068235, "acc_stderr": 0.004891669021939581 }, "harness|winogrande|5": { "acc": 0.7024467245461721, "acc_stderr": 0.012849085254614652 } }

配置详情

以下是部分配置的详细信息：

• harness_arc_challenge_25

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|arc:challenge|25_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-09-11T15-29-37.507273.parquet

• harness_drop_3

  • 分割：2023_10_24T22_23_31.822890
  • 路径：**/details_harness|drop|3_2023-10-24T22-23-31.822890.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-24T22-23-31.822890.parquet

• harness_gsm8k_5

  • 分割：2023_10_24T22_23_31.822890
  • 路径：**/details_harness|gsm8k|5_2023-10-24T22-23-31.822890.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-24T22-23-31.822890.parquet

• harness_hellaswag_10

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hellaswag|10_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-11T15-29-37.507273.parquet 等
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-11T15-29-37.507273.parquet 等

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-11T15-29-37.507273.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-11T15-29-37.507273.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_09_11T15_29_37.507273
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2023-09-11T15-29-37.507273.par