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Restore deleted capabilities, completed and integrated properly - #13

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AshishKumar4 wants to merge 4 commits into

revamp/phase-2-consolidationfrom

revamp/phase-2-restorations

Commits on Jul 23, 2026
- feat(models): fused attention done right, one param tree across implementations
  
  AshishKumar4
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  claude
  committed
  9c0222b
- feat(models): video DiT on the shared backbone
  
  AshishKumar4
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  claude
  committed
  5861643
- feat(models): UNet3D rebuilt from our own blocks, inflatable from trained 2D checkpoints
  
  AshishKumar4
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  claude
  committed
  0827b01
Commits on Jul 27, 2026
- feat(inputs): generalized conditioning encoders, audio as a first-class modality
  
  AshishKumar4
  and
  claude
  committed
  8ce2f44