Model reference · open weights
Yume-720P is an open-weight video model from stdstu123. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Released by | stdstu123 |
|---|---|
| Type | Video models |
| Task | Image→video |
| Parameters (lead) | 5.2B |
| Runs with | diffusers |
| Released | 2025-12-26 |
| Popularity | 547 downloads / month |
| Licence | Open weights |
About
Yume-1.5 is a framework designed to generate realistic, interactive, and continuous worlds from a single image or text prompt. It supports keyboard-based exploration of the generated environments through a framework that integrates context compression and real-time streaming acceleration.
For detailed installation and setup instructions, please refer to the GitHub repository.
To perform image-to-video generation using the provided scripts:
# Generate videos from images in the specified directory
bash scripts/inference/sample_jpg.sh --jpg_dir="./jpg" --caption_path="./caption.txt"
If you use Yume for your research, please cite the following:
@article{mao2025yume,
title={Yume: An Interactive World Generation Model},
author={Mao, Xiaofeng and Lin, Shaoheng and Li, Zhen and Li, Chuanhao and Peng, Wenshuo and He, Tong and Pang, Jiangmiao and Chi, Mingmin and Qiao, Yu and Zhang, Kaipeng},
journal={arXiv preprint arXiv:2507.17744},
year={2025}
}
@article{mao2025yume,
title={Yume-1.5: A Text-Controlled Interactive World Generation Model},
author={Mao, Xiaofeng and Li, Zhen and Li, Chuanhao and Xu, Xiaojie and Ying, Kaining and He, Tong and Pang, Jiangmiao and Qiao, Yu and Zhang, Kaipeng},
journal={arXiv preprint arXiv:2512.22096},
year={2025}
}
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys yume-720p for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (yume-720p below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/videos/generations \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"yume-720p","prompt":"a drone shot over a forest"}'
Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.