SimpleClip

Open-source / Simple / Lightweight / Easy-to-use / Extensible

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Introduction

This repository provides simple training and testing examples for clip model.

Environments

1、This repository only supports running on ubuntu(verison>=22.04 LTS).

2、Create a conda environment:

conda create -n simpleClip python=3.12

3、Using commands to install PyTorch:

conda install pytorch==2.3.0 torchvision==0.18.0 torchaudio==2.3.0 pytorch-cuda=12.1 -c pytorch -c nvidia

4、Install other Packages:

pip install -r requirements.txt

Download my pretrained models and experiments records

Prepare datasets

How to train or test a model

Reference

https://github.com/openai/CLIP
https://github.com/mlfoundations/open_clip

Citation

If you find my work useful in your research, please consider citing:

@inproceedings{zgcr,
 title={SimpleClip-pytorch-training-examples},
 author={zgcr},
 year={2025-2030}
}