readme: ---
  license: mit
  tags:
  - pytorch
  - diffusers
  - unconditional-image-generation
  - diffusion-models-class
  ---
  
  # Example Fine-Tuned Model for Unit 2 of the [Diffusion Models Class 🧨](https://github.com/huggingface/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
  
  ```python
  from diffusers import DDPMPipeline
  
  pipeline = DDPMPipeline.from_pretrained('johnowhitaker/sd-class-wikiart-from-bedrooms')
  image = pipeline().images[0]
  image
  ```
  