pabasar/tie-dye-batik-lora

Tie-Dye Batik LoRA for Stable Diffusion XL

This is a LoRA model trained on tie-dye batik patterns, specifically for Stable Diffusion XL (SDXL). It can be used to generate tie-dye batik style textures.

Model Details

• Base Model: Stable Diffusion XL (SDXL) 1.0
• Training Parameters:
  • Resolution: 512x512
  • Training Steps: 500
  • Learning Rate: 1e-04
  • Batch Size: 1
  • Gradient Accumulation Steps: 4
  • Mixed Precision: fp16
  • VAE: madebyollin/sdxl-vae-fp16-fix

Training

This model was trained on a custom dataset of tie-dye batik texture images with captions.

Check the official documentation on fine-tuning: https://huggingface.co/docs/diffusers/main/en/training/lora

Example Images

Usage

This LoRA should be used with Stable Diffusion XL 1.0.

Recommended prompt structure: [trigger word], [overall shape], [pattern description], [colors]

Example prompt: tie dye batik texture, spiral, radiating from center, green color, orange color, white color

Recommended weight: 0.7-1.0

Inference

Notebook on Kaggle: https://www.kaggle.com/code/pabasar/tie-dye-batik-diffusion