This repository hosts the model weights (NF4, INT8, BF16) for BAGEL-RecA. We fine-tuned BAGEL on 6 80GB NVIDIA A800 for only 27 GPU hours. While the understanding capability remains unchanged, our ReAlign method brings +3.6 zero-shot improvement on GenEval , +1.26 on DPGBench, +0.37 on ImgEdit and +0.33 on GEdit.

For installation, usage instructions, and further documentation, please visit our repo BAGEL's original GitHub repo.

DF11 version of BAGEL-RecA, many thanks to @theunlikely !!!

We test it on 1024x1024 resolution.

BAGEL-RecA is licensed under the Apache 2.0 license.

If you find our work inspiring or use our codebase in your research, please consider giving a star ⭐ and a citation~

@article{xie2025reconstruction,
  title={Reconstruction Alignment Improves Unified Multimodal Models},
  author={Xie, Ji and Darrell, Trevor and Zettlemoyer, Luke and Wang, XuDong},
  journal={arXiv preprint arXiv:2509.07295},
  year={2025}
}