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Ltx 2 latent upsample pipeline - #12922

Merged

dg845 merged 15 commits into

ltx-2-transformerfrom

ltx-2-latent-upsample-pipeline

Jan 7, 2026

Commits on Jan 2, 2026
- Initial implementation of LTX 2.0 latent upsampling pipeline
  dg845
  committed
  fe3ba3b
Commits on Jan 6, 2026
- Merge branch 'ltx-2-transformer' into ltx-2-latent-upsample-pipeline
  dg845
  committed
  9051680
- Merge branch 'ltx-2-transformer' into ltx-2-latent-upsample-pipeline
  dg845
  committed
  084490c
- Add new LTX 2.0 spatial latent upsampler logic
  dg845
  committed
  d97fd2d
- Merge branch 'ltx-2-transformer' into ltx-2-latent-upsample-pipeline
  dg845
  committed
  84c0b2f
- Add test script for LTX 2.0 latent upsampling
  dg845
  committed
  a7d6916
- Add option to enable VAE tiling in upsampling test script
  dg845
  committed
  245d056
Commits on Jan 7, 2026
- Get latent upsampler working with video latents
  dg845
  committed
  8f1ddb1
- Fix typo in BlurDownsample
  dg845
  committed
  0637b54
- Add latent upsample pipeline docstring and example
  dg845
  committed
  32df138
- Remove deprecated pipeline VAE slicing/tiling methods
  dg845
  committed
  5e48a11
- make style and make quality
  dg845
  committed
  e6e7e7b
- When returning latents, return unpacked and denormalized latents for T2V and I2V
  dg845
  committed
  aa9b65d
- Add model_cpu_offload_seq for latent upsampling pipeline
  dg845
  committed
  39f7d2d
- resolve conflicts.
  sayakpaul
  committed
  af1a72f