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pabasar/
tie-dye-batik-lora

Name: tie-dye-batik-lora
Availability: InStock

stable-diffusion-xl

stable-diffusion-xl-lora

text-to-image

lora

stabilityai/stable-diffusion-xl-base-1.0

adapter

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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

pabasar/tie-dye-batik-lora