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lamm-mit
/
SDXL-leaf-inspired

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

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

  • Libraries
  • Diffusers

    How to use lamm-mit/SDXL-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-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda")
    pipe.load_lora_weights("lamm-mit/SDXL-leaf-inspired")
    
    prompt = "<leaf microstructure>"
    image = pipe(prompt).images[0]
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • Draw Things
  • DiffusionBee
SDXL-leaf-inspired
171 MB
Ctrl+K
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  • 1 contributor
History: 21 commits
mjbuehler's picture
mjbuehler
Update README.md
6d794a6 verified almost 2 years ago
  • checkpoint-500
    Duplicate from lamm-mit/leaf_LoRA_SDXL_V10 almost 2 years ago
  • leaf_concept_dir_SDXL
    Upload 11 files almost 2 years ago
  • .gitattributes
    2.12 kB
    Upload SDXL_leaf_inspired_inference.ipynb almost 2 years ago
  • README.md
    13.9 kB
    Update README.md almost 2 years ago
  • SDXL_DreamBooth_LoRA_Fine-Tune.ipynb
    65.9 MB
    xet
    Upload SDXL_DreamBooth_LoRA_Fine-Tune.ipynb almost 2 years ago
  • SDXL_leaf_inspired_inference.ipynb
    12.3 MB
    xet
    Upload SDXL_leaf_inspired_inference.ipynb almost 2 years ago
  • image_grid_20240721_144839.png
    18.7 MB
    xet
    Upload image_grid_20240721_144839.png almost 2 years ago
  • pytorch_lora_weights.safetensors
    23.4 MB
    xet
    Duplicate from lamm-mit/leaf_LoRA_SDXL_V10 almost 2 years ago
  • train_dreambooth_lora_sdxl.py
    84.3 kB
    Upload train_dreambooth_lora_sdxl.py almost 2 years ago