Deep Learning Experiment Template

This is a template for deep learning experiments, especially adapted to llama-factory.

Requirements

• python==3.11
• llama-factory>=0.9.1

Usage

Create a virtual environment:

conda create -n experiment-template python=3.11

Install dependency:

pip install -r requirements.txt

Implementations

config/

Directory to store configuration files for each experimental settings and hyper-parameters.

scripts/

Directory to store scripts for running experiments.

Suggest to use python -m module to run source code.

src/

Directory to store source codes for experiments.

tests/

Directory to store unit test codes.

Suggestions

It's highly recommended to design unit test cases for important data processing classes and functions!

Citations

Place the bib file of corresponding paper here.