open-llm-leaderboard-old/details_EleutherAI__pythia-2.7b

该数据集是在评估模型EleutherAI/pythia-2.7b时自动创建的，用于Open LLM Leaderboard。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，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。

原始信息汇总

数据集概述

数据集名称

• Evaluation run of EleutherAI/pythia-2.7b

数据集来源

• 该数据集是在模型 EleutherAI/pythia-2.7b 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

数据集结构

• 该数据集包含 64 个配置，每个配置对应一个评估任务。
• 数据集从 2 次运行中创建，每个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。
• 一个额外的配置 "results" 存储所有运行结果的聚合，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_EleutherAI__pythia-2.7b", "harness_winogrande_5", split="train")

最新结果

• 以下是 2023-10-13T09:56:45.840530 运行 的最新结果： python { "all": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219123, "f1": 0.045142617449664524, "f1_stderr": 0.0011715787583837264, "acc": 0.315883214963382, "acc_stderr": 0.008228218962784018 }, "harness|drop|3": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219123, "f1": 0.045142617449664524, "f1_stderr": 0.0011715787583837264 }, "harness|gsm8k|5": { "acc": 0.01061410159211524, "acc_stderr": 0.002822713322387704 }, "harness|winogrande|5": { "acc": 0.6211523283346487, "acc_stderr": 0.013633724603180334 } }

配置详情

• harness_arc_challenge_25

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T16:50:21.612353.parquet

• harness_drop_3

  • 分片：2023_10_13T09_56_45.840530, latest
  • 路径：**/details_harness|drop|3_2023-10-13T09-56-45.840530.parquet

• harness_gsm8k_5

  • 分片：2023_10_13T09_56_45.840530, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-13T09-56-45.840530.parquet

• harness_hellaswag_10

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_anatomy_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_astronomy_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_college_biology_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_college_physics_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_computer_security_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_econometrics_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T16:50:21.612353.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分片：2023_07_19T16_50_21.612353, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T16:50:21.612353.parquet

以上是数据集的详细概述，包括数据集名称、来源、结构、加载示例、最新结果以及各个配置的详细信息。