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dzungpham
/
font-architect

Image-to-Image
Diffusers
Safetensors
English
font-diffusion
contrastive-learning
font-generation
character-synthesis
style-transfer
dpm-solver
Model card Files Files and versions
xet
Community
1

Instructions to use dzungpham/font-architect with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Diffusers

    How to use dzungpham/font-architect with Diffusers:

    pip install -U diffusers transformers accelerate
    import torch
    from diffusers import DiffusionPipeline
    from diffusers.utils import load_image
    
    # switch to "mps" for apple devices
    pipe = DiffusionPipeline.from_pretrained("dzungpham/font-architect", dtype=torch.bfloat16, device_map="cuda")
    
    prompt = "Turn this cat into a dog"
    input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png")
    
    image = pipe(image=input_image, prompt=prompt).images[0]
  • Notebooks
  • Google Colab
  • Kaggle
font-architect / FST /checkpoint_step_500
1.22 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
dzungpham's picture
dzungpham
FST training for 250, 500 steps on pretrained weights of fontdiffuser
301f441 verified 4 months ago
  • content_encoder.safetensors
    4.76 MB
    xet
    FST training for 250, 500 steps on pretrained weights of fontdiffuser 4 months ago
  • fst_module.safetensors
    239 MB
    xet
    FST training for 250, 500 steps on pretrained weights of fontdiffuser 4 months ago
  • fst_projection.safetensors
    4.2 MB
    xet
    FST training for 250, 500 steps on pretrained weights of fontdiffuser 4 months ago
  • identity_loss_module.safetensors
    194 kB
    xet
    FST training for 500, 1000 and 1500 steps phase 1 with consistency loss, no identity loss 4 months ago
  • mss_encoder.safetensors
    25.3 MB
    xet
    FST training for 250, 500 steps on pretrained weights of fontdiffuser 4 months ago
  • original_style_projection.safetensors
    4.2 MB
    xet
    FST training for 250, 500 steps on pretrained weights of fontdiffuser 4 months ago
  • style_encoder.safetensors
    82.4 MB
    xet
    FST training for 250, 500 steps on pretrained weights of fontdiffuser 4 months ago
  • training_state.pth

    Detected Pickle imports (3)

    • "collections.OrderedDict",
    • "torch.FloatStorage",
    • "torch._utils._rebuild_tensor_v2"

    What is a pickle import?

    545 MB
    xet
    FST training for 250, 500 steps on pretrained weights of fontdiffuser 4 months ago
  • unet.safetensors
    315 MB
    xet
    FST training for 250, 500 steps on pretrained weights of fontdiffuser 4 months ago