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README.md

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+---
+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)
+
+Fine-tuning the smithosonian butterflies dataset with celebhq dataset. --image_size 128 --batch_size 8 --num_epochs 16    --grad_accumulation_steps 2 
+
+## Usage
+
+```python
+from diffusers import DDPMPipeline
+
+pipeline = DDPMPipeline.from_pretrained('Skier8402/ddpm-celebahq-finetuned-butterflies-16epochs')
+image = pipeline().images[0]
+image
+```