Instructions to use AlayaLab/AlayaWorld with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use AlayaLab/AlayaWorld with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image, export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("AlayaLab/AlayaWorld", dtype=torch.bfloat16, device_map="cuda") pipe.to("cuda") prompt = "A man with short gray hair plays a red electric guitar." image = load_image( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png" ) output = pipe(image=image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Notebooks
- Google Colab
- Kaggle
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license: other
license_name: ltx-2-community-license-agreement
license_link: https://github.com/Lightricks/LTX-2/blob/main/LICENSE
library_name: diffusers
pipeline_tag: image-to-video
tags:
- video-generation
- world-model
- image-to-video
- autoregressive
base_model: Lightricks/LTX-2.3
---
# AlayaWorld — Weights
Pretrained inference weights for **AlayaWorld: Long-Horizon and Playable Video
World Generation** (Alaya Lab).
- **Code:** https://github.com/AlayaLab/AlayaWorld
- **Technical report:** https://arxiv.org/abs/2607.06291
## Files
| File | Description |
|------|-------------|
| `merged_infer.safetensors` | Single bundle: DiT + VAE + text-encoder + history-encoder. Place under `checkpoints/` per the code repo's README. |
The text encoder (Gemma-3) and the spatial-memory depth model (Depth-Anything-3)
are **not** included here — download them from their original sources as
described in the code repository's README.
## License
This project is based on **LTX-2** by Lightricks Ltd. `merged_infer.safetensors`
is fine-tuned from the LTX-2.3-22B base and is a **derivative of LTX-2.3**;
accordingly it is released under the **LTX-2 Community License Agreement**
(https://github.com/Lightricks/LTX-2/blob/main/LICENSE), not Apache 2.0. All
original LTX-2 copyright and attribution notices are retained.
**For academic research and non-commercial use only.** For commercial use of
LTX-2 or its derivatives, contact Lightricks Ltd.; entities with ≥ $10M annual
revenue require a commercial license from Lightricks.
## Citation
```bibtex
@article{team2026alayaworld,
title={AlayaWorld: Long-Horizon and Playable Video World Generation},
author={Team, AlayaWorld and Zhang, Kaipeng and Li, Chuanhao and Zhan, Yifan and Ge, Yongtao and Yin, Yuanyang and others},
journal={arXiv preprint arXiv:2607.06291},
year={2026}
}
```
|