SDXL improvements (and support for Draft+) #9654
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* add slurm files to .gitignore * add differentiable decode to SDXL VAE * Optionally return predicted noise during the single step sampling process * also change `get_gamma` as a new function to use inside other functions which may interact with sampling (e.g. draft+) * debugging sdunet converter script * Added SD/SDXL conversion script from HF to NeMo * added 'from_nemo' config for VAE * tmp commit, please make changes (oci is super slow, cannot even run vim) * new inference yaml works * add logging to autoencoder * !(dont squash) Added enabling support for LinearWrapper for SDLoRA * added samples_per_batch and fsdp arguments to SDXL inference * added extra optionally wrapper to FSDP * remove unncessary comments * remove unnecessary comments * Apply isort and black reformatting Signed-off-by: yaoyu-33 <yaoyu-33@users.noreply.github.com> --------- Signed-off-by: yaoyu-33 <yaoyu-33@users.noreply.github.com> Co-authored-by: Rohit Jena <rohitkumarj@nvidia.com> Co-authored-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> Co-authored-by: yaoyu-33 <yaoyu-33@users.noreply.github.com> Signed-off-by: Rohit Jena <rohit.rango@gmail.com>
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@ericharper @yaoyu-33 @pablo-garay this is good to go? |
yaoyu-33
approved these changes
Jul 11, 2024
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add slurm files to .gitignore
add differentiable decode to SDXL VAE
Optionally return predicted noise during the single step sampling process
also change
get_gammaas a new function to use inside other functions which may interact with sampling (e.g. draft+)debugging sdunet converter script
Added SD/SDXL conversion script from HF to NeMo
added 'from_nemo' config for VAE
tmp commit, please make changes (oci is super slow, cannot even run vim)
new inference yaml works
add logging to autoencoder
!(dont squash) Added enabling support for LinearWrapper for SDLoRA
added samples_per_batch and fsdp arguments to SDXL inference
added extra optionally wrapper to FSDP
remove unncessary comments
remove unnecessary comments
Apply isort and black reformatting
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