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Efficient-Large-Model
/
SANA-WM_bidirectional

Image-to-Video
Diffusers
Safetensors
text-to-video
camera-control
world-model
diffusion
Model card Files Files and versions
xet
Community
3

Instructions to use Efficient-Large-Model/SANA-WM_bidirectional with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Diffusers

    How to use Efficient-Large-Model/SANA-WM_bidirectional 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("Efficient-Large-Model/SANA-WM_bidirectional", 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
New discussion
Resources
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  • Code of Conduct
  • Hub documentation

"The file inference_video_scripts/inference_sana_wm.py is missing, the startup example cannot run properly. How to start the example correctly?"

1
#3 opened about 9 hours ago by
Jz202408

add a gif preview?

👀 1
#2 opened 2 days ago by
victor

I Can`t find inference_sana_wm.py

3
#1 opened 4 days ago by
Lovru
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