configs:
- config_name: default
data_files:
- split: train
path: train.json
- split: validation
path: validation.json
- split: test
path: test.json
Code Knowledge Value Evaluation Dataset
This dataset is created by evaluating the knowledge value of code sourced from the bigcode/the-stack repository. It is designed to assess the educational and knowledge potential of different code samples.
Dataset Overview
The dataset is split into training, validation, and test sets with the following number of samples:
- Training set: 22,786 samples
- Validation set: 4,555 samples
- Test set: 18,232 samples
Usage
This dataset can be used to train and evaluate models that assess the knowledge value of code, potentially aiding in tasks such as automated code review, educational feedback, and curriculum development.
Source
The dataset is based on the code from bigcode/the-stack, which provides a comprehensive collection of open-source code across various programming languages.
License
Please ensure that you comply with the license of the original bigcode/the-stack repository when using this dataset.