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Deep Learning Academy · Lesson

Sampling Schedules & Guidance

Steer generation toward a prompt.

Sampling Is the Payoff

Training gives you a denoiser. Sampling is where you cash it in, running the reverse steps to turn noise into a finished image.

Steps Cost Time

Each reverse step calls the U-Net once. More steps usually means crisper results but a slower generation. ⏳

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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