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Add LTX Ingredients reference conditioning - #25

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aegioscy wants to merge 3 commits into
2026-07-03from
2026-07-03-ltx-lora
Open

Add LTX Ingredients reference conditioning#25
aegioscy wants to merge 3 commits into
2026-07-03from
2026-07-03-ltx-lora

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Summary

  • add versioned LTX video API inputs for static reference sheets and reference strength
  • encode static reference videos and append their latent conditioning tokens for IC-LoRA generation
  • expose the workflow through the CLI with input validation

Test plan

  • IDE diagnostics clean for changed files
  • Build and run the QVAC diffusion-cpp package through the commit-pinned vcpkg overlay

aegioscy added 3 commits July 27, 2026 10:06
Expose static reference-sheet conditioning through the LTX video API and CLI so IC-LoRA adapters can preserve reference content during generation.
Use causal temporal positions for appended reference tokens and reject unsupported multi-sheet conditioning.
Match official reference-first conditioning and add video-only spatiotemporal guidance so Ingredients generation preserves reference identity and motion quality.
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