| 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 | |
| ``` | |