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Deep Learning Academy · Lesson

Run a Pipeline with Diffusers

Generate images from a pretrained model.

Meet Diffusers

Hugging Face Diffusers is the go-to library for running diffusion models. It wraps all the hard parts behind a friendly interface. 🤗

Install It

Getting started takes one pip install. You will also want transformers and accelerate alongside it for full support.

pip install diffusers transformers accelerate

All lessons in this course

  1. Forward Noising & Reverse Denoising
  2. Predict the Noise with a U-Net
  3. Sampling Schedules & Guidance
  4. Run a Pipeline with Diffusers
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