open-llm-leaderboard/details_lgaalves__llama-2-7b-hf_open-platypus

该数据集是在评估模型lgaalves/llama-2-7b-hf_open-platypus时自动生成的，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，每次运行的结果作为一个特定的分割，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

该数据集是在对模型 lgaalves/llama-2-7b-hf_open-platypus 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

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找到特定的分割，分割名称使用运行的时间戳。
• "train" 分割总是指向最新的结果。
• 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_lgaalves__llama-2-7b-hf_open-platypus", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-16T18:18:23.592235 运行的最新结果：

python { "all": { "em": 0.0012583892617449664, "em_stderr": 0.0003630560893118953, "f1": 0.05986052852348985, "f1_stderr": 0.0013631018920376853, "acc": 0.40511844075987347, "acc_stderr": 0.00954910251873735 }, "harness|drop|3": { "em": 0.0012583892617449664, "em_stderr": 0.0003630560893118953, "f1": 0.05986052852348985, "f1_stderr": 0.0013631018920376853 }, "harness|gsm8k|5": { "acc": 0.06595905989385899, "acc_stderr": 0.006836951192034225 }, "harness|winogrande|5": { "acc": 0.744277821625888, "acc_stderr": 0.012261253845440474 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_31T14_20_30.830996
    • 路径：**/details_harness|arc:challenge|25_2023-08-31T14:20:30.830996.parquet
  • 分割：latest
    • 路径：**/details_harness|arc:challenge|25_2023-08-31T14:20:30.830996.parquet

• harness_drop_3

  • 分割：2023_10_16T18_18_23.592235
    • 路径：**/details_harness|drop|3_2023-10-16T18-18-23.592235.parquet
  • 分割：latest
    • 路径：**/details_harness|drop|3_2023-10-16T18-18-23.592235.parquet

• harness_gsm8k_5

  • 分割：2023_10_16T18_18_23.592235
    • 路径：**/details_harness|gsm8k|5_2023-10-16T18-18-23.592235.parquet
  • 分割：latest
    • 路径：**/details_harness|gsm8k|5_2023-10-16T18-18-23.592235.parquet

• harness_hellaswag_10

  • 分割：2023_08_31T14_20_30.830996
    • 路径：**/details_harness|hellaswag|10_2023-08-31T14:20:30.830996.parquet
  • 分割：latest
    • 路径：**/details_harness|hellaswag|10_2023-08-31T14:20:30.830996.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_31T14_20_30.830996
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-31T14:20:30.830996.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-31T14:20:30.830996.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2023-08-31T14:20