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Add LTX2 Condition Pipeline
- #13058
#13058
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dg845
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huggingface/diffusers:ltx2-add-condition-pipeline
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Mar 5, 2026
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Add LTX2 Condition Pipeline
#13058
dg845
merged 29 commits into
main
huggingface/diffusers:main
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ltx2-add-condition-pipeline
huggingface/diffusers:ltx2-add-condition-pipeline
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Commits on Jan 30, 2026
LTX2 condition pipeline initial commit
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Commits on Feb 3, 2026
Fix pipeline import error
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Implement LTX-2-style general image conditioning
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Commits on Feb 4, 2026
Blend denoising output and clean latents in sample space instead of velocity space
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make style and make quality
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5577e08
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make fix-copies
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Merge branch 'main' into ltx2-add-condition-pipeline
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Commits on Feb 5, 2026
Rename LTX2VideoCondition image to frames
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Update LTX2ConditionPipeline example
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Remove support for image and video in __call__
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Put latent_idx_from_index logic inline
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Improve comment on using the conditioning mask in denoising loop
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Commits on Feb 14, 2026
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Merge branch 'main' into ltx2-add-condition-pipeline
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make fix-copies
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Migrate to Python 3.9+ style type annotations without explicit typing imports
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Commits on Feb 16, 2026
Merge branch 'main' into ltx2-add-condition-pipeline
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Forward kwargs from preprocess/postprocess_video to preprocess/postprocess resp.
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Center crop LTX-2 conditions following original code
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Duplicate video and audio position ids if using CFG
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make style and make quality
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Remove unused index_type arg to preprocess_conditions
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Commits on Mar 4, 2026
Add # Copied from for _normalize_latents
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Merge branch 'main' into ltx2-add-condition-pipeline
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Fix _normalize_latents # Copied from statement
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Add LTX-2 condition pipeline docs
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Commits on Mar 5, 2026
Remove TODOs
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Support only unpacked latents (5D for video, 4D for audio)
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Remove # Copied from for prepare_audio_latents
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