pip install -r requirements.txt
pip install -e .
python train.py
You can access model weights from Hugging Face.
Running STS benchmark in MTEB for VICReg.
python run_mteb_english.py
Please cite the following works if you use this repository.
@misc{çağatan2024unsee,
title={UNSEE: Unsupervised Non-contrastive Sentence Embeddings},
author={Ömer Veysel Çağatan},
year={2024},
eprint={2401.15316},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
Repository is adapted from the repo of the ACL 21 paper Bootstrapped Unsupervised Sentence Representation Learning