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pabasar/tie-dye-batik-lora

sourceHugging Faceupdated 2y agoView on Hugging Face

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Model Card

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

image/png

Usage

This LoRA should be used with Stable Diffusion XL 1.0.

Recommended prompt structure:

[trigger word], [overall shape], [pattern description], [colors]```


Example prompt:

Recommended weight: 0.7-1.0

Inference

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