Update image-to-video to add LTX Video#481

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ad-astra-video wants to merge 15 commits intomainfrom

ltx-video-rebase

Commits on Mar 18, 2025

feat:initial implementation to add support for LTX-Video model

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chore:add extra needed inputs for LTX-Video model
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chore:add suggested changes for kwargs deletion

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style:add line at EOF

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chore:disable deepcache and sfast for LTXImageToVideoPipeline as it is not supported

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chore:upgrade diffusers requirement

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chore:suggested changes to make pipeline more generic

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add model offload for efficient ram usage
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Commits on Mar 24, 2025

fix
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Commits on Mar 27, 2025

Commits on Apr 17, 2025

Update requirements.txt
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Commits on May 29, 2025

Commits on Jun 1, 2025

Merge branch 'main' into ltx-video-rebase
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