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
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 Settings
- Draw Things
- DiffusionBee
Update README.md
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README.md
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These are lamm-mit/leaf_LoRA_SD3_V12 LoRA adaption weights for stabilityai/stable-diffusion-3-medium-diffusers.
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The weights were trained
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LoRA for the text encoder was enabled: False.
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[Download](lamm-mit/leaf_LoRA_SD3_V12/tree/main) them in the Files & versions tab.
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## Intended uses & limitations
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#### How to use
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These are lamm-mit/leaf_LoRA_SD3_V12 LoRA adaption weights for stabilityai/stable-diffusion-3-medium-diffusers.
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The weights were trained using [DreamBooth](https://dreambooth.github.io/).
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LoRA for the text encoder was enabled: False.
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[Download](lamm-mit/leaf_LoRA_SD3_V12/tree/main) them in the Files & versions tab.
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## Intended uses & limitations
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#### How to use
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