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+ ---
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+ license: mit
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+ tags:
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+ - pytorch
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+ - diffusers
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+ - unconditional-image-generation
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+ - diffusion-models-class
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+ ---
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+
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+ # Example Fine-Tuned Model for Unit 2 of the [Diffusion Models Class 🧨](https://github.com/huggingface/diffusion-models-class)
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+
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+ Fine tuning butterflys over celeb faces for the diffusion course.
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+
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+ ## Usage
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+
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+ ```python
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+ from diffusers import DDPMPipeline
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+
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+ pipeline = DDPMPipeline.from_pretrained('zlicastro/ddpm-celebahq-finetuned-butterflies-2epochs')
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+ image = pipeline().images[0]
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+ image
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+ ```