* fix attention OOM in xformers
* allow passing attention mask in flux attention
* allow an attn_mask in flux
* attn masks can be done using replace patches instead of a separate dict
* fix return types
* fix return order
* enumerate
* patch the right keys
* arg names
* fix a silly bug
* fix xformers masks
* replace match with if, elif, else
* mask with image_ref_size
* remove unused import
* remove unused import 2
* fix pytorch/xformers attention
This corrects a weird inconsistency with skip_reshape.
It also allows masks of various shapes to be passed, which will be
automtically expanded (in a memory-efficient way) to a size that is
compatible with xformers or pytorch sdpa respectively.
* fix mask shapes
The last ROCM 6.2 build was November 22nd, after that date new builds use ROCM 6.2.4.
The builds from the new URL have been tested and work without problems.
* fix: The custom nodes installed in the paths specified in `extra_model_paths.yaml` encounter a bug where the prestartup script is not imported.
* Ensure custom paths are used during startup
https://github.com/comfyanonymous/ComfyUI/pull/5794
* Add MaHiRo (improved CFG)
long explanation of what it is is [here](https://huggingface.co/spaces/yoinked/blue-arxiv) (2024-1208.1)
note: if the node name has encoding issues (utf 8/whatever), id suggest to replace the face at the end with `(>w<)`
* add it to nodes.py, add description, and make it a post_cfg function
* fix
* revert the sampler_cfg_function thing
* switch cfg to args["denoised"]
- Commented out Windows OS from the CI matrix in test-ci.yml.
- Removed the test-win-nightly job to streamline testing on macOS and Linux only.
- Adjusted the matrix strategy to focus on Python versions and CUDA compatibility without Windows support.
* Reapply "Add union link connection type support (#5806)" (#5889)
This reverts commit bf9a90a145.
* Fix union type breaks existing type workarounds
* Add non-string test
* Add tests for hacks and non-string types
* Support python versions lower than 3.11
Now the only symptom of code messing up and keeping references to a model
object when it should not will be endless prints in the log instead of the
next workflow crashing ComfyUI.