metadata
pipeline_tag: image-to-image
tags:
- flux
- product-poster-generation
- text-rendering
- image-generation
- cvpr-2026
language:
- en
- zh
Flux-SimplePoster
Official SIMPLEPOSTER inference checkpoint for SIMPLEPOSTER: A Simple Baseline for Product Poster Generation (CVPR 2026).
Model file
| File | Description |
|---|---|
dit.pth |
SIMPLEPOSTER DiT checkpoint (checkpoint_0041012) |
The checkpoint is used together with the FLUX.1-dev autoencoder and Qwen2.5-VL-7B-Instruct. Those dependency weights are not included in this repository and remain subject to their respective licenses and terms.
Download
hf download Alibaba-VELLDEPTH/Flux-SimplePoster dit.pth --local-dir models
For inference code and setup instructions, see the official GitHub repository.
Recommended inference settings
- Resolution: 1024 × 1024
- Sampling steps: 50
guidance_scale: 4.5guidance: 30- Seed: 100
Citation
@article{simpleposter2026,
title={SIMPLEPOSTER: A Simple Baseline for Product Poster Generation},
author={Cui, Benlei and Zeng, Fangao and Jiang, Weitao and Zhai, Yuwen and Hong, Haiwen and Huang, Longtao and Xue, Hui and Shang, Wenxiang and Huang, Pipei},
journal={arXiv preprint arXiv:2605.08784},
year={2026}
}
Intended use and limitations
This checkpoint is intended for research on product-poster generation. Generated text can contain spelling, typography, or layout errors. Users are responsible for reviewing generated content and complying with applicable laws, third-party rights, and the terms of all dependency models.