open-llm-leaderboard/details_MBZUAI__lamini-cerebras-1.3b

该数据集是在Open LLM Leaderboard上对模型MBZUAI/lamini-cerebras-1.3b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。数据集包含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。此外，名为results的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`库中的`load_dataset`函数加载数据集的示例。

This dataset was automatically created during the evaluation of the model MBZUAI/lamini-cerebras-1.3b on the Open LLM Leaderboard. It consists of 64 configurations, each corresponding to one evaluation task. The dataset contains data from 2 runs, with each run represented as a specific split within each configuration. The train split always points to the most recent results. In addition, the configuration named `results` stores the aggregated results across all runs, which are used to calculate and display the aggregate metrics on the Open LLM Leaderboard. The README also provides examples of how to load the dataset using the `load_dataset` function from the `datasets` library.

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 MBZUAI/lamini-cerebras-1.3b 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集结构

• 配置数量：64个配置，每个配置对应一个评估任务。
• 创建来源：从2次运行中创建。每个运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳。"train" 分割始终指向最新的结果。
• 结果汇总：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_MBZUAI__lamini-cerebras-1.3b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-14T20:18:17.914204 运行的最新结果： python { "all": { "em": 0.018141778523489933, "em_stderr": 0.0013667968592600622, "f1": 0.0807330117449663, "f1_stderr": 0.0020354056846065625, "acc": 0.25295974743488553, "acc_stderr": 0.007025750419242903 }, "harness|drop|3": { "em": 0.018141778523489933, "em_stderr": 0.0013667968592600622, "f1": 0.0807330117449663, "f1_stderr": 0.0020354056846065625 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.5059194948697711, "acc_stderr": 0.014051500838485807 } }

配置详情

以下是部分配置及其数据文件路径：

• harness_arc_challenge_25

  • 分割：2023_07_19T14_57_40.415603
    • 路径：**/details_harness|arc:challenge|25_2023-07-19T14:57:40.415603.parquet
  • 分割：latest
    • 路径：**/details_harness|arc:challenge|25_2023-07-19T14:57:40.415603.parquet

• harness_drop_3

  • 分割：2023_10_14T20_18_17.914204
    • 路径：**/details_harness|drop|3_2023-10-14T20-18-17.914204.parquet
  • 分割：latest
    • 路径：**/details_harness|drop|3_2023-10-14T20-18-17.914204.parquet

• harness_gsm8k_5

  • 分割：2023_10_14T20_18_17.914204
    • 路径：**/details_harness|gsm8k|5_2023-10-14T20-18-17.914204.parquet
  • 分割：latest
    • 路径：**/details_harness|gsm8k|5_2023-10-14T20-18-17.914204.parquet

• harness_hellaswag_10

  • 分割：2023_07_19T14_57_40.415603
    • 路径：**/details_harness|hellaswag|10_2023-07-19T14:57:40.415603.parquet
  • 分割：latest
    • 路径：**/details_harness|hellaswag|10_2023-07-19T14:57:40.415603.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_19T14_57_40.415603
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T14:57:40.415603.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-07-19T14:57:40.415603.parquet
      • `**/details_harness|hendrycksTest-professional_medicine|5_2023