open-llm-leaderboard/details_migtissera__Synthia-70B-v1.2b

该数据集是在Open LLM Leaderboard上对模型migtissera/Synthia-70B-v1.2b进行评估时自动创建的。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，用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

该数据集是在评估模型 migtissera/Synthia-70B-v1.2b 在 Open LLM Leaderboard 上的运行期间自动创建的。

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。
• 数据集从 2 次运行中创建。每次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_migtissera__Synthia-70B-v1.2b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-24T18:54:59.551883 运行的最新结果：

python { "all": { "em": 0.44190436241610737, "em_stderr": 0.00508578632439048, "f1": 0.5040551593959751, "f1_stderr": 0.00484284160320387, "acc": 0.5957647712115981, "acc_stderr": 0.011744811294358018 }, "harness|drop|3": { "em": 0.44190436241610737, "em_stderr": 0.00508578632439048, "f1": 0.5040551593959751, "f1_stderr": 0.00484284160320387 }, "harness|gsm8k|5": { "acc": 0.3525398028809704, "acc_stderr": 0.013159909755930321 }, "harness|winogrande|5": { "acc": 0.8389897395422258, "acc_stderr": 0.010329712832785717 } }

配置详情

• harness_arc_challenge_25

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|arc:challenge|25_2023-09-13T14-25-34.731307.parquet

• harness_drop_3

  • 分片: 2023_10_24T18_54_59.551883, latest
  • 路径: **/details_harness|drop|3_2023-10-24T18-54-59.551883.parquet

• harness_gsm8k_5

  • 分片: 2023_10_24T18_54_59.551883, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-24T18-54-59.551883.parquet

• harness_hellaswag_10

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hellaswag|10_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_anatomy_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_astronomy_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_college_biology_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_college_physics_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_computer_security_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_econometrics_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-13T14-25-34.731307.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分片: 2023_09_13T14_25_34.731307, latest
  • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-13T14-25-34.731307.parquet

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