Commit Graph
2 Commits
Author SHA1 Message Date
benjcooley dc2e9ac1ec feat(sdk): model transforms, preview/profiling surfaces, structured-vs-live ref boundary
The V2 additions the KJNodes completion needed on the core side:

- _model_transforms: the closed, core-owned transform vocabulary
  behind ModelRef.patch — 29 named transforms, declaratively
  parameterized, validated host-side, immutable and stacking. No
  function ever crosses the boundary; a pack cannot register one.
- structured-vs-live split: value()/from_value() only on structured
  data refs (LATENT, AUDIO, TRACKS...). MODEL/CLIP/VAE/asset refs are
  handles in every execution mode — in-process identity resolution no
  longer hands a live model to node code.
- preview overrides (tiny-VAE, LTX factors), triton VAE seam, memory
  attention, and profiling surfaces backing the corresponding closed
  brokers in the overlay.
- torch_compile/model_patcher/model_management: compiled-view
  aliasing recognized by the model manager (no double-counted
  weights); shared state-dict loading path so the native loader and
  the V2 broker cannot drift.
2026-08-31 12:49:46 -07:00
Jedrzej Kosinski 65da29aaa9 Make torch.compile LoRA/key-compatible (#8213)
* Make torch compile node use wrapper instead of object_patch for the entire diffusion_models object, allowing key assotiations on diffusion_models to not break (loras, getting attributes, etc.)

* Moved torch compile code into comfy_api so it can be used by custom nodes with a degree of confidence

* Refactor set_torch_compile_wrapper to support a list of keys instead of just diffusion_model, as well as additional torch.compile args

* remove unused import

* Moved torch compile kwargs to be stored in model_options instead of attachments; attachments are more intended for things to be 'persisted', AKA not deepcopied

* Add some comments

* Remove random line of code, not sure how it got there
2025-05-21 04:56:56 -04:00