open-llm-leaderboard-old/details_yentinglin__Taiwan-LLM-8x7B-DPO
收藏Hugging Face2024-04-16 更新2024-06-22 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_yentinglin__Taiwan-LLM-8x7B-DPO
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资源简介：
该数据集是在模型 yentinglin/Taiwan-LLM-8x7B-DPO 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。数据集是从一次运行中生成的，每次运行在每个配置中表示为特定的拆分。train 拆分始终指向最新的结果。另外，results 配置存储了运行的所有聚合结果，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 库加载数据集的示例，并包含了特定运行的最新结果。
该数据集是在模型 yentinglin/Taiwan-LLM-8x7B-DPO 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。数据集是从一次运行中生成的，每次运行在每个配置中表示为特定的拆分。train 拆分始终指向最新的结果。另外，results 配置存储了运行的所有聚合结果，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 库加载数据集的示例，并包含了特定运行的最新结果。
提供机构：
open-llm-leaderboard-old
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 yentinglin/Taiwan-LLM-8x7B-DPO 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。数据集从 1 次运行中创建，每个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。
数据加载示例
以下是加载数据集详细信息的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_yentinglin__Taiwan-LLM-8x7B-DPO", "harness_winogrande_5", split="train")
最新结果
以下是 最新结果 的摘要： python { "all": { "acc": 0.7244866022040652, "acc_stderr": 0.030049934384660665, "acc_norm": 0.726531654034243, "acc_norm_stderr": 0.03064801264734099, "mc1": 0.38310893512851896, "mc1_stderr": 0.017018461679389862, "mc2": 0.5487410602925812, "mc2_stderr": 0.014883618261369145 }, "harness|arc:challenge|25": { "acc": 0.6928327645051194, "acc_stderr": 0.013481034054980943, "acc_norm": 0.7098976109215017, "acc_norm_stderr": 0.013261573677520766 }, "harness|hellaswag|10": { "acc": 0.6871141206930891, "acc_stderr": 0.004627207073171276, "acc_norm": 0.8721370244971122, "acc_norm_stderr": 0.0033325469891901534 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.43, "acc_stderr": 0.049756985195624284, "acc_norm": 0.43, "acc_norm_stderr": 0.049756985195624284 }, # 其他任务的结果... }
配置详情
以下是部分配置的详细信息：
-
harness_arc_challenge_25
- 分割：2024_04_16T03_56_23.811694
- 路径：
**/details_harness|arc:challenge|25_2024-04-16T03-56-23.811694.parquet - 分割：latest
- 路径：
**/details_harness|arc:challenge|25_2024-04-16T03-56-23.811694.parquet
-
harness_gsm8k_5
- 分割：2024_04_16T03_56_23.811694
- 路径：
**/details_harness|gsm8k|5_2024-04-16T03-56-23.811694.parquet - 分割：latest
- 路径：
**/details_harness|gsm8k|5_2024-04-16T03-56-23.811694.parquet
-
harness_hellaswag_10
- 分割：2024_04_16T03_56_23.811694
- 路径：
**/details_harness|hellaswag|10_2024-04-16T03-56-23.811694.parquet - 分割：latest
- 路径：
**/details_harness|hellaswag|10_2024-04-16T03-56-23.811694.parquet
-
harness_hendrycksTest_5
- 分割：2024_04_16T03_56_23.811694
- 路径：
**/details_harness|hendrycksTest-abstract_algebra|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-anatomy|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-astronomy|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-business_ethics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-college_biology|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-college_chemistry|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-college_computer_science|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-college_mathematics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-college_medicine|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-college_physics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-computer_security|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-conceptual_physics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-econometrics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-electrical_engineering|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-formal_logic|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-global_facts|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_biology|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_chemistry|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_computer_science|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_european_history|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_geography|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_mathematics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_microeconomics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_physics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_psychology|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_statistics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_us_history|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-high_school_world_history|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-human_aging|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-human_sexuality|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-international_law|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-jurisprudence|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-logical_fallacies|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-machine_learning|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-management|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-marketing|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-medical_genetics|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-miscellaneous|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-moral_disputes|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-moral_scenarios|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-nutrition|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-philosophy|5_2024-04-16T03-56-23.811694.parquet - 路径：
**/details_harness|hendrycksTest-prehistory|5_2024-04-16T03-56-23.811694.parquet - 路径：`**/details_harness|hendrycksTest-professional_accounting|5
