improvedSelfDistillation

improved Self-Distillation

Pretrained weights and evaluation assets for Stabilizing Consistency Training: A Flow Map Analysis and Self-Distillation.

Code and instructions are available in the GitHub repository.

Contents

• outputs/: pretrained checkpoints
• buffers/vaes/: VAE checkpoints and latent statistics
• buffers/refs/: reference files for FID evaluation

Usage

Place the downloaded outputs and buffers directories at the top level of the code repository, then run the provided training or evaluation scripts.

bash eval.sh

Citation

@misc{kim2026stabilizingconsistencytrainingflow,
      title={Stabilizing Consistency Training: A Flow Map Analysis and Self-Distillation},
      author={Youngjoong Kim and Duhoe Kim and Woosung Kim and Jaesik Park},
      year={2026},
      eprint={2601.22679},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2601.22679},
}