johnowhitaker/sd-class-wikiart-from-bedrooms

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/finetune_model.py Training Logs (with example images): https://wandb.ai/johnowhitaker/dm_finetune/runs/2upaa341

Usage

from diffusers import DDPMPipeline

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