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.
This is the result of an experiment where I asked a LLM to create a better
sampler for the base Anima model and gave it a lot of different things to
try.
I wouldn't call this revolutionary but from my basic testing it seems to be
a bit better than the other samplers at lower steps so I have decided to
include it in ComfyUI.
For best result use it at CFG 2.0 on base Anima. It should also work on
other models but I'm not sure about the optimal parameters.
* fix: respect user directory for default database
* refactor: use None default for --database-url instead of argv scan
Per review: default --database-url to None and treat a non-None value
as explicit at resolution time. Removes the sys.argv scan and the
database_url_explicit attribute. database_default_path now serves
directly as the legacy copy source. Adds regression tests for the
unchanged no-flag default path and explicit URLs at the legacy
location.
* refactor: rename legacy database to .bak after copy
Per review: after copying the legacy install-dir database to the
effective user directory, rename the original to comfyui.db.bak so a
later launch without --user-directory cannot silently fall back to a
diverged copy, while keeping the file around for recovery. Also hoist
the database_default_path import to module scope.
* fix: guard legacy migration on existing .bak and rename before copy
Per review: bail out of the legacy migration when comfyui.db.bak
already exists, so only the first run migrates and later launches with
a fresh --user-directory cannot grab a database another instance is
using. Rename before copy so os.replace fails fast if the legacy DB is
held open by a running instance.
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Co-authored-by: guill <jacob.e.segal@gmail.com>
Add a ModelAttentionBackend node to manually select the attention for models in the workflows. Currently supports pytorch attention or comfy kitchen attention.
Add --use-ck-attention to enable comfy kitchen attention as the default attention backend for all models (might break some).
benjcooley