metadata
license: openrail++
base_model: stabilityai/stable-diffusion-xl-base-1.0
tags:
- stable-diffusion-xl
- lora
- diffusers
- text-to-image
widget:
- text: a photo of RunchatShell style
output:
url: placeholder.jpg
SDXL LoRA: RunchatShell
This is a LoRA (Low-Rank Adaptation) model for Stable Diffusion XL fine-tuned on images with the trigger word RunchatShell.
Usage
from diffusers import StableDiffusionXLPipeline
import torch
# Load base model
pipe = StableDiffusionXLPipeline.from_pretrained(
"stabilityai/stable-diffusion-xl-base-1.0",
torch_dtype=torch.float16
)
# Load LoRA weights
pipe.load_lora_weights("runchat/lora-533d7b31-63fd-42a0-be75-b68de7db171f-RunchatShell")
pipe = pipe.to("cuda")
# Generate image
prompt = "a photo of RunchatShell style"
image = pipe(prompt, num_inference_steps=25, guidance_scale=7.5).images[0]
image.save("output.png")
Training Details
- Base model: stabilityai/stable-diffusion-xl-base-1.0
- Training steps: 1000
- Learning rate: 0.0001
- Batch size: 1
- LoRA rank: 32
- Trigger word:
RunchatShell