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metadata
license: mit
datasets:
  - WensongSong/AnyInsertion
language:
  - en
base_model:
  - black-forest-labs/FLUX.1-Fill-dev

Insert Anything

Wensong SongHong JinagZongxing YangRuijie QuanYi Yang

Paper PDF Project Page
Zhejiang University   |   Harvard University   |   Nanyang Technological University

News

  • [2025.4.25] Release AnyInsertion dataset on HuggingFace.
  • [2025.4.22] Release inference & demo code on GitHub, and mask-prompt pretrained checkpoint.

Model Introduction

The currently released checkpoint is 20250321_steps5000_pytorch_lora_weights.safetensors, which is for mask-prompt image insertion. Future versions of the checkpoints will be released as updates.

Citation

@article{song2025insert,
  title={Insert Anything: Image Insertion via In-Context Editing in DiT},
  author={Song, Wensong and Jiang, Hong and Yang, Zongxing and Quan, Ruijie and Yang, Yi},
  journal={arXiv preprint arXiv:2504.15009},
  year={2025}
}