---
license: creativeml-openrail-m
pipeline_tag: text-to-image
library_name: diffusers
tags:
- art
- text-to-image
- stable-diffusion
- lora
- diffusers
widget:
- text: >-
    A refined, noblewoman standing gracefully in a lush garden. She has an
    elaborate updo adorned with delicate pearls and flowers, and she wears a
    flowing, pastel-colored gown with intricate lace details. Her serene
    expression is highlighted by soft, natural lighting. The background features
    blooming roses and a classical stone fountain, creating a sense of timeless
    elegance and tranquility.
  output:
    url: images/image_3.png
- text: >-
    A bearded inventor with wild, curly hair, standing confidently in his
    steampunk workshop. He wears brass goggles on his forehead, a leather apron
    over a white shirt with rolled-up sleeves, and fingerless gloves. His hands
    are slightly stained with grease, and he holds a small, intricate mechanical
    device. The background is cluttered with gears, blueprints, and tools,
    illuminated by the warm glow of oil lamps, giving the scene a creative,
    industrious atmosphere.
  output:
    url: images/image_4.png
- text: >-
    A cyberpunk hacker with neon blue hair and cybernetic implants on their
    face, seated in front of multiple holographic screens in a dark, high-tech
    room. They wear a sleek, black leather jacket with glowing circuit patterns,
    and their fingers are covered in cybernetic gloves that interface directly
    with the floating data. The background is a chaotic mix of digital code,
    flashing lights, and wires, emphasizing the high-tech, futuristic setting.
  output:
    url: images/image_5.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
---

# cutton_doll_lora-xl

![image/png](https://cdn-uploads.huggingface.co/production/uploads/64366a453193f279361ced90/_hPyQqPAkHWyaCHoPzxXQ.png)




### Need more performance?
Use it with a LCM Lora!

Use 8 steps and guidance scale of 1.5
1.2 Lora strength for the Pixel Art XL works better

```python
from diffusers import DiffusionPipeline, LCMScheduler
import torch

model_id = "stabilityai/stable-diffusion-xl-base-1.0"
lcm_lora_id = "latent-consistency/lcm-lora-sdxl"
pipe = DiffusionPipeline.from_pretrained(model_id, variant="fp16")
pipe.scheduler = LCMScheduler.from_config(pipe.scheduler.config)

pipe.load_lora_weights(lcm_lora_id, adapter_name="lora")
pipe.load_lora_weights("./cutton_doll_lora-xl.safetensors", adapter_name="doll_sdxl")

pipe.set_adapters(["lora", "doll_sdxl"], adapter_weights=[1.0, 1.2])
pipe.to(device="cuda", dtype=torch.float16)

prompt = "a chibi doll, cute"
negative_prompt = "3d render, realistic"

num_images = 9

for i in range(num_images):
    img = pipe(
        prompt=prompt,
        negative_prompt=negative_prompt,
        num_inference_steps=8,
        guidance_scale=1.5,
    ).images[0]
    
    img.save(f"lcm_lora_{i}.png")
```

### Tips:
Don't use refiner

Works great with only 1 text encoder

No style prompt required

No trigger keyword require

Works great with isometric and non-isometric

Works with 0.9 and 1.0



## Download model

Weights for this model are available in Safetensors format.
[Download](/PPSharks/cutton_doll_lora-xl/tree/main) them in the Files & versions tab.



#### Changelog
v1: Initial release