waleriawatson/my-custom-lora

Custom SDXL LoRA Model

This is a custom LoRA (Low-Rank Adaptation) model trained on SDXL.

Usage

from diffusers import StableDiffusionXLPipeline
import torch

# Load the base pipeline
pipeline = StableDiffusionXLPipeline.from_pretrained(
    "stabilityai/stable-diffusion-xl-base-1.0",
    torch_dtype=torch.float16
)

# Load this LoRA
pipeline.load_lora_weights("YOUR_USERNAME/YOUR_REPO_NAME")

# Generate image
image = pipeline(
    "professional portrait of a person, high quality",
    num_inference_steps=25,
    guidance_scale=7.5
).images[0]

image.save("result.png")

Model Details

• Base Model: SDXL Base 1.0
• LoRA Rank: 32
• LoRA Alpha: 16
• Training Images: 14 images
• File Size: ~12 MB

Recommended Settings

• LoRA Scale: 0.7-0.9
• CFG Scale: 7-8
• Steps: 25-30
• Resolution: 1024x1024

Example Prompts

• "professional portrait of a person in business attire, corporate headshot"
• "casual portrait of a person wearing a hoodie, urban setting"
• "elegant portrait of a person in formal evening wear, studio lighting"