Video-to-Video
Diffusers
Safetensors
g-buffer
neural-rendering
real-time
autoregressive
video-diffusion
supertuxkart
Instructions to use AlayaLab/AlayaRenderer-Flash with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use AlayaLab/AlayaRenderer-Flash with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("AlayaLab/AlayaRenderer-Flash", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Model card: rename to AlayaRenderer-Flash
Browse files
README.md
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- supertuxkart
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---
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# AlayaRenderer-Flash
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AlayaRenderer-Flash is a real-time generative world renderer. A game engine
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exports G-buffers (albedo, depth, metallic, normal, roughness), and the model
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fine-tuned for SuperTuxKart.
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- **Paper:** [Generative World Renderer at the Speed of Play](https://arxiv.org/abs/2607.18703)
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- **Code:** [github.com/AlayaLab/AlayaRenderer-Flash
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- **Base model:** [Wan-AI/Wan2.1-T2V-1.3B-Diffusers](https://huggingface.co/Wan-AI/Wan2.1-T2V-1.3B-Diffusers)
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(supplies the text encoder, tokenizer and VAE config; download it separately)
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## Usage
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```bash
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git clone https://github.com/AlayaLab/AlayaRenderer-Flash
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uv sync
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uv run python examples/fetch_samples.py
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uv run alayarender-flash render samples/window-00.npy samples/window-01.npy \
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- supertuxkart
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---
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# AlayaRenderer-Flash
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AlayaRenderer-Flash is a real-time generative world renderer. A game engine
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exports G-buffers (albedo, depth, metallic, normal, roughness), and the model
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fine-tuned for SuperTuxKart.
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- **Paper:** [Generative World Renderer at the Speed of Play](https://arxiv.org/abs/2607.18703)
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- **Code:** [github.com/AlayaLab/AlayaRenderer-Flash](https://github.com/AlayaLab/AlayaRenderer-Flash)
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- **Base model:** [Wan-AI/Wan2.1-T2V-1.3B-Diffusers](https://huggingface.co/Wan-AI/Wan2.1-T2V-1.3B-Diffusers)
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(supplies the text encoder, tokenizer and VAE config; download it separately)
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## Usage
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```bash
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git clone https://github.com/AlayaLab/AlayaRenderer-Flash && cd AlayaRenderer-Flash
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uv sync
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uv run python examples/fetch_samples.py
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uv run alayarender-flash render samples/window-00.npy samples/window-01.npy \
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