from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained(
    'stabilityai/stable-diffusion-3.5-large', 
    torch_dtype=torch.float16
).to('cuda')

pipeline.load_lora_weights(
    'Prgckwb/trpfrog-sd3.5-large-lora', 
    weight_name='pytorch_lora_weights.safetensors'
)
image = pipeline('an icon of trpfrog').images[0]
image.save('trpfrog.png')

Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke

LoRA: download pytorch_lora_weights.safetensors here 💾.
- Rename it and place it on your models/Lora folder.
- On AUTOMATIC1111, load the LoRA by adding <lora:your_new_name:1> to your prompt. On ComfyUI just load it as a regular LoRA.

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

License

Please adhere to the licensing terms as described here.