open-llm-leaderboard-old/details_rombodawg__Everyone-LLM-7b-Base

该数据集是在模型 rombodawg/Everyone-LLM-7b-Base 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 63 个配置组成，每个配置对应一个被评估的任务。数据集是从 1 次运行中生成的，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 的额外配置存储了运行的所有聚合结果，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` 函数加载运行中的详细信息的示例。README 中还包含了 2024-02-12 运行的最新结果，显示了不同任务的各种准确性指标。

原始信息汇总

数据集概述

该数据集是在对模型 rombodawg/Everyone-LLM-7b-Base 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 63 个配置，每个配置对应一个评估任务。
• 数据集由 1 次运行创建，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_rombodawg__Everyone-LLM-7b-Base", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 的摘要：

python { "all": { "acc": 0.6523061665050528, "acc_stderr": 0.03196249303085128, "acc_norm": 0.6532508904642476, "acc_norm_stderr": 0.03261034716522862, "mc1": 0.4039167686658507, "mc1_stderr": 0.01717727682258428, "mc2": 0.5788703327023509, "mc2_stderr": 0.015478489413186018 }, "harness|arc:challenge|25": { "acc": 0.6356655290102389, "acc_stderr": 0.014063260279882417, "acc_norm": 0.6638225255972696, "acc_norm_stderr": 0.01380485502620576 }, "harness|hellaswag|10": { "acc": 0.6771559450308704, "acc_stderr": 0.004666080865179642, "acc_norm": 0.8601872137024497, "acc_norm_stderr": 0.0034608394543291254 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.34, "acc_stderr": 0.04760952285695235, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695235 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2024_02_12T23_53_27.239989
    • path: **/details_harness|arc:challenge|25_2024-02-12T23-53-27.239989.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2024-02-12T23-53-27.239989.parquet

• config_name: harness_gsm8k_5

  • split: 2024_02_12T23_53_27.239989
    • path: **/details_harness|gsm8k|5_2024-02-12T23-53-27.239989.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2024-02-12T23-53-27.239989.parquet

• config_name: harness_hellaswag_10

  • split: 2024_02_12T23_53_27.239989
    • path: **/details_harness|hellaswag|10_2024-02-12T23-53-27.239989.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2024-02-12T23-53-27.239989.parquet

• config_name: harness_hendrycksTest_5

  • split: 2024_02_12T23_53_27.239989
    • path: **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-anatomy|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-astronomy|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-business_ethics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-college_biology|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-college_chemistry|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-college_computer_science|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-college_mathematics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-college_medicine|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-college_physics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-computer_security|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-econometrics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-formal_logic|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-global_facts|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_biology|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_chemistry|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_computer_science|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_european_history|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_geography|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_mathematics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_physics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_psychology|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_statistics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_us_history|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-high_school_world_history|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-human_aging|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-human_sexuality|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-international_law|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-jurisprudence|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-logical_fallacies|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-machine_learning|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-management|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-marketing|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-medical_genetics|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-miscellaneous|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-moral_disputes|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-moral_scenarios|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-nutrition|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-philosophy|5_2024-02-12T23-53-27.239989.parquet
    • path: **/details_harness|hendrycksTest-prehistory|5_2024-02-12T23-53-27.239989.parquet
    • `path: **/details_harness|hendrycksTest-professional_accounting|5_2024-02-12T23-53-27.239989.par

搜集汇总

背景与挑战

背景概述

该数据集是模型rombodawg/Everyone-LLM-7b-Base在Open LLM Leaderboard上的评估结果集合，包含63个任务配置和聚合结果，用于展示模型在不同任务中的准确性表现，并提供了数据加载示例和最新运行指标。