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Youzii20044/cross-stitch-realism-sdxl-lora

sourceHugging Facecreativeml-openrail-mupdated 9d agoView on Hugging Face
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Model Card

Cross-Stitch Realism SDXL LoRA (cxs_realism)

Fine-tuned SDXL LoRA trained on curated high-resolution physical cross-stitch finishes (Aida cloth grid, stranded cotton floss sheen, natural tension, embroidery hoops, easel mounts).

Trigger Word

cxs_realism

Usage with Diffusers

python
from diffusers import StableDiffusionXLPipeline
import torch

pipe = StableDiffusionXLPipeline.from_pretrained(
    "stabilityai/stable-diffusion-xl-base-1.0",
    torch_dtype=torch.float16,
    variant="fp16"
)
pipe.enable_model_cpu_offload()
pipe.load_lora_weights("Youzii20044/cross-stitch-realism-sdxl-lora")

prompt = "cxs_realism, photorealistic photograph of a finished cross-stitch piece displayed in a circular wooden embroidery hoop on an easel, physical oatmeal 14-count aida cloth weave, 3D stranded cotton cross stitches, realistic thread texture, soft natural lighting."
image = pipe(prompt=prompt, num_inference_steps=30, guidance_scale=7.5).images[0]
image.save("cross_stitch_mockup.png")