Danish1212/pakistani-truck-art-sdxl-lora

Pakistani Truck Art — SDXL LoRA 🇵🇰🎨

A LoRA fine-tune of Stable Diffusion XL that generates images in the vibrant tradition of Pakistani truck art (Phool Patti) — the hand-painted floral patterns, bold colors, peacocks, and ornamental borders seen on trucks across Pakistan.

Trained on a curated dataset of original truck art photography.

Trigger word

Include `pktruckart style` in your prompt to activate the style. Without the trigger word, the base model behaves normally.

Usage

import torch
from diffusers import StableDiffusionXLPipeline

pipe = StableDiffusionXLPipeline.from_pretrained(
    "stabilityai/stable-diffusion-xl-base-1.0",
    torch_dtype=torch.float16, variant="fp16"
).to("cuda")
pipe.load_lora_weights("Danish1212/pakistani-truck-art-sdxl-lora")

image = pipe(
    "pktruckart style, a peacock surrounded by colorful floral patterns",
    negative_prompt="two heads, extra limbs, deformed, duplicate",
    num_inference_steps=35,
).images[0]
image.save("peacock.png")

Recommended settings

• —Steps: 30–40
• —Negative prompt: two heads, extra limbs, deformed, duplicate
• —Works best on: animals (lions, peacocks, horses), portraits, decorative objects

Training details

• —Base model: SDXL 1.0 | Method: LoRA (rank 16) | Resolution: 768
• —trained on Colab

Examples

prompts : "pktruckart style, a portrait of a lion with floral decorations",

Created by Danish — feedback and examples welcome!