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lamm-mit
/
stable-diffusion-3-medium-leaf-inspired

Text-to-Image
Diffusers
diffusers-training
lora
template:sd-lora
stable-diffusion-3
stable-diffusion-3-diffusers
adapters
LoRA
biological structures
science
materiomics
bio-inspired
materials science
Model card Files Files and versions
xet
Community

Instructions to use lamm-mit/stable-diffusion-3-medium-leaf-inspired with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Diffusers

    How to use lamm-mit/stable-diffusion-3-medium-leaf-inspired with Diffusers:

    pip install -U diffusers transformers accelerate
    import torch
    from diffusers import DiffusionPipeline
    
    # switch to "mps" for apple devices
    pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-3-medium-diffusers", dtype=torch.bfloat16, device_map="cuda")
    pipe.load_lora_weights("lamm-mit/stable-diffusion-3-medium-leaf-inspired")
    
    prompt = "<leaf microstructure>"
    image = pipe(prompt).images[0]
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps
  • Draw Things
  • DiffusionBee
stable-diffusion-3-medium-leaf-inspired / leaf_concept_dir_SD3_12
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  • 1 contributor
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mjbuehler
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