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UnCLIP Image Interpolation -> Keep same initial noise across interpolation steps #3782

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Merged
merged 3 commits into from
Jun 15, 2023
Merged

UnCLIP Image Interpolation -> Keep same initial noise across interpolation steps #3782

merged 3 commits into from
Jun 15, 2023

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Abhinay1997
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This change is more in line with the DallE-2 paper which describes:

The second option (for image interpolation) involves fixing the DDIM latent to a randomly-sampled value for all interpolates in the trajectory. This results in an infinite number of trajectories between x1 and x2, though the endpoints of these trajectories will generally no longer coincide with the original images.

@HuggingFaceDocBuilderDev
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HuggingFaceDocBuilderDev commented Jun 14, 2023 •
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The documentation is not available anymore as the PR was closed or merged.

@patrickvonplaten
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Makes sense!

@patrickvonplaten patrickvonplaten merged commit 231bdf2 into huggingface:main Jun 15, 2023
AmericanPresidentJimmyCarter pushed a commit to AmericanPresidentJimmyCarter/diffusers that referenced this pull request Apr 26, 2024
@Abhinay1997
UnCLIP Image Interpolation -> Keep same initial noise across interpol…
567c461 
…ation steps (huggingface#3782)

* Maintain same decoder start noise for all interp steps

* Correct comment

* use batch_size for consistency
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@Abhinay1997 @HuggingFaceDocBuilderDev @patrickvonplaten