File size: 1,886 Bytes
840bf15 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 | ---
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).
- [Paper](https://arxiv.org/abs/2605.08784)
- [Official GitHub](https://github.com/Alibaba-VELLDEPTH/SIMPLEPOSTER)
- [Internal inference project](https://code.alibaba-inc.com/Alibaba-Yufeng/simple_poster)
## 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
```bash
hf download Alibaba-VELLDEPTH/Flux-SimplePoster dit.pth --local-dir models
```
For inference code and setup instructions, see the [official GitHub repository](https://github.com/Alibaba-VELLDEPTH/SIMPLEPOSTER).
## Recommended inference settings
- Resolution: 1024 × 1024
- Sampling steps: 50
- `guidance_scale`: 4.5
- `guidance`: 30
- Seed: 100
## Citation
```bibtex
@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.
|