open-llm-leaderboard/details_KoboldAI__OPT-2.7B-Erebus
收藏Hugging Face2023-10-19 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_KoboldAI__OPT-2.7B-Erebus
下载链接
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资源简介：
该数据集是在Open LLM Leaderboard上对模型KoboldAI/OPT-2.7B-Erebus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。数据集是从2次运行中创建的，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。此外，还有一个名为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 KoboldAI/OPT-2.7B-Erebus on the Open LLM Leaderboard. The dataset consists of 64 configurations, each corresponding to an evaluation task. The dataset is constructed from 2 runs, where each run is represented as a specific split within each configuration. The `train` split always points to the most recent results. Additionally, there is a configuration named `results` that stores the aggregated results across all runs, which are used to calculate and display the aggregated metrics on the Open LLM Leaderboard. The README also provides examples of how to use the `load_dataset` function from the `datasets` library to load the dataset.
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 KoboldAI/OPT-2.7B-Erebus 进行评估时自动创建的，评估结果发布在 Open LLM Leaderboard 上。
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。
- 运行次数：数据集包含2次运行结果，每次运行的结果以特定的时间戳命名的 split 形式存储。
- 最新结果："train" split 始终指向最新的结果。
- 汇总结果：一个额外的配置 "results" 存储所有运行的汇总结果，用于计算和显示在 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_KoboldAI__OPT-2.7B-Erebus", "harness_winogrande_5", split="train")
最新结果
以下是 2023-10-19T17:36:56.774550 运行 的最新结果： python { "all": { "em": 0.0008389261744966443, "em_stderr": 0.0002964962989801233, "f1": 0.048876887583892685, "f1_stderr": 0.001194025950365591, "acc": 0.309724666446861, "acc_stderr": 0.007590424725381782 }, "harness|drop|3": { "em": 0.0008389261744966443, "em_stderr": 0.0002964962989801233, "f1": 0.048876887583892685, "f1_stderr": 0.001194025950365591 }, "harness|gsm8k|5": { "acc": 0.003032600454890068, "acc_stderr": 0.0015145735612245438 }, "harness|winogrande|5": { "acc": 0.6164167324388319, "acc_stderr": 0.013666275889539019 } }
配置详情
以下是部分配置及其数据文件路径：
-
harness_arc_challenge_25
- split: 2023_07_19T17_05_35.885445
- **/details_harness|arc:challenge|25_2023-07-19T17:05:35.885445.parquet
- split: latest
- **/details_harness|arc:challenge|25_2023-07-19T17:05:35.885445.parquet
- split: 2023_07_19T17_05_35.885445
-
harness_drop_3
- split: 2023_10_19T17_36_56.774550
- **/details_harness|drop|3_2023-10-19T17-36-56.774550.parquet
- split: latest
- **/details_harness|drop|3_2023-10-19T17-36-56.774550.parquet
- split: 2023_10_19T17_36_56.774550
-
harness_gsm8k_5
- split: 2023_10_19T17_36_56.774550
- **/details_harness|gsm8k|5_2023-10-19T17-36-56.774550.parquet
- split: latest
- **/details_harness|gsm8k|5_2023-10-19T17-36-56.774550.parquet
- split: 2023_10_19T17_36_56.774550
-
harness_hellaswag_10
- split: 2023_07_19T17_05_35.885445
- **/details_harness|hellaswag|10_2023-07-19T17:05:35.885445.parquet
- split: latest
- **/details_harness|hellaswag|10_2023-07-19T17:05:35.885445.parquet
- split: 2023_07_19T17_05_35.885445
-
harness_hendrycksTest_5
- split: 2023_07_19T17_05_35.885445
- **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-anatomy|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-astronomy|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-college_biology|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-college_physics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-computer_security|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-econometrics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-global_facts|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-human_aging|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-international_law|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-management|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-marketing|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-nutrition|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-philosophy|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-prehistory|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-professional_law|5_2023-07-19T17:05:35.885445.parquet
- **/details_harness|hendrycksTest-
- split: 2023_07_19T17_05_35.885445
