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johnowhitaker/sd-class-wikiart-from-bedrooms

sourceHugging Facemitupdated 4y agoView on Hugging Face

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Example Fine-Tuned Model for Unit 2 of the Diffusion Models Class 🧨

This model is a diffusion model initialized from https://huggingface.co/google/ddpm-bedroom-256 and trained for 5000 steps on https://huggingface.co/datasets/huggan/wikiart. Script: https://github.com/huggingface/diffusion-models-class/blob/main/unit2/finetunemodel.py Training Logs (with example images): https://wandb.ai/johnowhitaker/dmfinetune/runs/2upaa341

Usage

python

from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('johnowhitaker/sd-class-wikiart-from-bedrooms')
image = pipeline().images[0]
image