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Description
New Feature for FluxPipeline
Paper: Link
Code : Link
workflow : Link
This paper introduces Sample-specific Score-aware Noise Injection (SSNI) to improve diffusion-based purification (DBP) methods. Unlike existing approaches that use a fixed noise level (t*) for all samples, SSNI adapts t* based on how noisy or clean each sample is. Using a pre-trained score network, SSNI estimates a sample's deviation from the clean data and adjusts the noise level accordingly.
This have stunning Results with Flux
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sayakpaul commentedon Dec 2, 2024
@SahilCarterr consider avoiding human subjects :-)
Also, feel free to start a community pipeline.
SahilCarterr commentedon Dec 2, 2024
I Found this in a reddit Post.I think this should be included in the main
FluxPipeline
.John6666cat commentedon Dec 2, 2024
I'm joining this issue too.
#10080
John6666cat commentedon Dec 2, 2024
The code of
FluxPipeline
is based onStableDiffusionXLPipeline
(or its original?), so I think it is extremely unlikely that bugs will occur, for better or for worse, even if we addsigmas
option.Rather, I think the branching is currently buggy. This is because
FluxPipeline
forcibly assigns a default value tosigmas
, which should beNone
by default inStableDiffusionXLPipeline
and other pipelines.😅diffusers/src/diffusers/pipelines/flux/pipeline_flux.py
Line 112 in b66e691
Fix in my test commit
ad3344e
sigmas
inPipelineTesterMixin
#10101github-actions commentedon Jan 1, 2025
This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.
Please note that issues that do not follow the contributing guidelines are likely to be ignored.
github-actions commentedon Jan 27, 2025
This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.
Please note that issues that do not follow the contributing guidelines are likely to be ignored.
vladmandic commentedon Jan 27, 2025
ping to remove stale...
github-actions commentedon Feb 21, 2025
This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.
Please note that issues that do not follow the contributing guidelines are likely to be ignored.
vladmandic commentedon Feb 21, 2025
ping to remove stale...
John6666cat commentedon Feb 26, 2025
This function has been implemented. We can use it as follows, so I think it's okay to close the issue.