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yuurei002/
smart-medical-lora-sd3

stabilityai/stable-diffusion-3-medium-diffusers

adapter

apache-2.0

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SMART Medical LoRA (SD3)

LoRA fine-tuned từ Stable Diffusion 3 Medium trên 397 ảnh SMART Medical Illustration (19 chủ đề gộp lại).

Cách dùng

python

from diffusers import StableDiffusion3Pipeline
import torch

pipe = StableDiffusion3Pipeline.from_pretrained(
    'stabilityai/stable-diffusion-3-medium-diffusers',
    torch_dtype=torch.float16,
    text_encoder_3=None, tokenizer_3=None,
).to('cuda')
pipe.load_lora_weights('yuurei002/smart-medical-lora-sd3')

image = pipe(
    'smsart, medical illustration of human heart anatomy, cross-section',
    negative_prompt='blurry, low quality, watermark, photo, realistic',
    num_inference_steps=28, guidance_scale=7.0,
).images[0]

Training

Base: SD3 Medium | LoRA rank=8 | Epochs=25
Dataset: 397 ảnh · 19 chủ đề (gộp lại để học style)
Best loss: 0.1451