open-llm-leaderboard/details_NousResearch__Nous-Hermes-Llama2-13b
收藏Hugging Face2023-10-21 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_NousResearch__Nous-Hermes-Llama2-13b
下载链接
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资源简介：
该数据集是在评估模型[NousResearch/Nous-Hermes-Llama2-13b](https://huggingface.co/NousResearch/Nous-Hermes-Llama2-13b)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。数据集是从6次运行中创建的，每次运行都可以在特定配置中找到，分割名称使用运行的时间戳。"train"分割始终指向最新结果。此外，还有一个名为"results"的配置，存储了所有运行的聚合结果，并用于计算和显示在[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)上的聚合指标。
提供机构：
open-llm-leaderboard
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 NousResearch/Nous-Hermes-Llama2-13b 进行评估时自动创建的，用于 Open LLM Leaderboard。
数据集结构
- 数据集包含 64 个配置，每个配置对应一个评估任务。
- 数据集由 6 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_NousResearch__Nous-Hermes-Llama2-13b", "harness_winogrande_5", split="train")
最新结果
以下是 2023-10-21T23:27:15.868927 运行的最新结果： python { "all": { "em": 0.22934144295302014, "em_stderr": 0.004305384313236111, "f1": 0.30605285234899415, "f1_stderr": 0.004296224150122663, "acc": 0.4276861222626263, "acc_stderr": 0.010194652064655127 }, "harness|drop|3": { "em": 0.22934144295302014, "em_stderr": 0.004305384313236111, "f1": 0.30605285234899415, "f1_stderr": 0.004296224150122663 }, "harness|gsm8k|5": { "acc": 0.10083396512509477, "acc_stderr": 0.008294031192126607 }, "harness|winogrande|5": { "acc": 0.7545382794001578, "acc_stderr": 0.012095272937183647 } }
配置详情
-
config_name: harness_arc_challenge_25
- split: 2023_07_24T14_44_05.322938
- path: **/details_harness|arc:challenge|25_2023-07-24T14:44:05.322938.parquet
- split: 2023_07_25T11_02_46.466402
- path: **/details_harness|arc:challenge|25_2023-07-25T11:02:46.466402.parquet
- split: 2023_07_26T14_55_06.636628
- path: **/details_harness|arc:challenge|25_2023-07-26T14:55:06.636628.parquet
- split: latest
- path: **/details_harness|arc:challenge|25_2023-07-26T14:55:06.636628.parquet
- split: 2023_07_24T14_44_05.322938
-
config_name: harness_drop_3
- split: 2023_10_21T20_14_41.722716
- path: **/details_harness|drop|3_2023-10-21T20-14-41.722716.parquet
- split: 2023_10_21T21_17_49.044019
- path: **/details_harness|drop|3_2023-10-21T21-17-49.722716.parquet
- split: 2023_10_21T23_27_15.868927
- path: **/details_harness|drop|3_2023-10-21T23-27-15.868927.parquet
- split: latest
- path: **/details_harness|drop|3_2023-10-21T23-27-15.868927.parquet
- split: 2023_10_21T20_14_41.722716
-
config_name: harness_gsm8k_5
- split: 2023_10_21T20_14_41.722716
- path: **/details_harness|gsm8k|5_2023-10-21T20-14-41.722716.parquet
- split: 2023_10_21T21_17_49.044019
- path: **/details_harness|gsm8k|5_2023-10-21T21-17-49.044019.parquet
- split: 2023_10_21T23_27_15.868927
- path: **/details_harness|gsm8k|5_2023-10-21T23-27-15.868927.parquet
- split: latest
- path: **/details_harness|gsm8k|5_2023-10-21T23-27-15.868927.parquet
- split: 2023_10_21T20_14_41.722716
-
config_name: harness_hellaswag_10
- split: 2023_07_24T14_44_05.322938
- path: **/details_harness|hellaswag|10_2023-07-24T14:44:05.322938.parquet
- split: 2023_07_25T11_02_46.466402
- path: **/details_harness|hellaswag|10_2023-07-25T11:02:46.466402.parquet
- split: 2023_07_26T14_55_06.636628
- path: **/details_harness|hellaswag|10_2023-07-26T14:55:06.636628.parquet
- split: latest
- path: **/details_harness|hellaswag|10_2023-07-26T14:55:06.636628.parquet
- split: 2023_07_24T14_44_05.322938
-
config_name: harness_hendrycksTest_5
- split: 2023_07_24T14_44_05.322938
- path:
- **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-anatomy|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-astronomy|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-business_ethics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-college_biology|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-college_chemistry|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-college_computer_science|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-college_mathematics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-college_medicine|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-college_physics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-computer_security|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-econometrics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-formal_logic|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-global_facts|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_biology|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_geography|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_physics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-human_aging|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-human_sexuality|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-international_law|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-jurisprudence|5_2023-07-24T14:44:05.322938.parquet
- **/details_harness|hendrycksTest-logical_fallacies|5
- path:
- split: 2023_07_24T14_44_05.322938
