Commit Graph

5139 Commits

Author SHA1 Message Date
Talmaj
b5def6a96a
Merge d56887ac52 into 783782d5d7 2026-05-02 23:25:17 +00:00
rattus
783782d5d7
Implement block prefetch + Lora Async load + and adopt in LTX (Speedup!) (CORE-111) (#13618)
* mm: Use Aimdo raw allocator for cast buffers

pytorch manages allocation of growing buffers on streams poorly. Pyt
has no windows support for the expandable segments allocator (which is
the right tool for this job), while also segmenting the memory by
stream such that it can be generally re-used. So kick the problem to
aimdo which can just grow a virtual region thats freed per stream.

* plan

* ops: move cpu handler up to the caller

* ops: split up prefetch from weight prep block prefetching API

Split up the casting and weight formating/lora stuff in prep for
arbitrary prefetch support.

* ops: implement block prefetching API

allow a model to construct a prefetch list and operate it for increased
async offload.

* ltxv2: Implement block prefetching

* Implement lora async offload

Implement async offload of loras.
2026-05-02 19:23:24 -04:00
comfyanonymous
3e3ed8cc2a
Add script in AMD portable to launch with dynamic vram. (#13667)
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2026-05-01 20:19:46 -04:00
comfyanonymous
67f6cb3527
List all the portable downloads in the README section. (#13666) 2026-05-01 20:19:32 -04:00
Alexis Rolland
0230e0e7cc
Adding kijai (#13664)
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-05-02 06:37:18 +08:00
Jukka Seppänen
b5921c8ac2
SDPose: resize fix (#13656) 2026-05-01 14:17:25 -07:00
Simon Lui
63103d519e
Remove IPEX and clean up checks and add missing synchronize during empty cache. (#13653) 2026-05-01 14:16:41 -07:00
Alexander Piskun
cf758bd256
chore(api-nodes): increase default timeout for partner API node tasks (#13663)
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Signed-off-by: bigcat88 <bigcat88@icloud.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-05-01 12:48:41 -07:00
Talmaj Marinc
d56887ac52 Add Optical Flow Loader.
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2026-05-01 21:27:07 +02:00
Talmaj Marinc
752355991a Polish imports and modify asserts to raise proper errors with messages. 2026-05-01 21:27:07 +02:00
Talmaj Marinc
74f5398b91 Add native RaftOpticalFlow code. 2026-05-01 21:27:07 +02:00
Talmaj Marinc
202e99b7e3 Drop cv2 & numpy dependency, run VOIDWarpedNoise with torch. 2026-05-01 21:27:07 +02:00
Talmaj Marinc
360b1cb1fb Move imports to the top in nodes_void.py 2026-05-01 21:27:07 +02:00
Talmaj Marinc
a5b0d08e7c Fix VOID last-frame glitch by enforcing even latent_t. 2026-05-01 21:27:07 +02:00
Talmaj Marinc
e6c5ed5c7f Add custom clip type cogvideox 2026-05-01 21:27:07 +02:00
Talmaj Marinc
506b880565 Fix the muted video output. 2026-05-01 21:27:07 +02:00
Talmaj Marinc
900aaaa445 Add VOIDSampler. 2026-05-01 21:27:07 +02:00
Talmaj Marinc
61e4946fa2 Initial void pass 2 commit. 2026-05-01 21:27:07 +02:00
Talmaj Marinc
a9396119ac Add latents fix. 2026-05-01 21:27:07 +02:00
Talmaj Marinc
eb7829b6ce Initial commit for void model CORE-38. 2026-05-01 21:27:05 +02:00
Daxiong (Lin)
10b45a71cd
chore: update workflow templates to v0.9.66 (#13662)
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-05-01 12:11:30 -07:00
Alexander Piskun
fa7553138e
chore(api-nodes): remove Moonvalley API nodes (#13659)
Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-05-01 11:09:25 -07:00
Talmaj
cf9cbec596
Reformat models variable into multiline array CORE-59 (#13513)
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Co-authored-by: Talmaj Marinc <talmaj@comfy.org>
2026-05-01 17:20:11 +08:00
Alexander Piskun
96f1cee9f5
chore(api-nodes): always display the custom width and height in GPTImage2 node (#13651)
Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-04-30 23:15:11 -07:00
Jedrzej Kosinski
97f58baaaf
Add alexisrolland and rattus128 as code owners (#13648)
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2026-04-30 21:49:31 -04:00
Daxiong (Lin)
e8e8fee224
chore: update workflow templates to v0.9.65 (#13644) 2026-04-30 18:14:28 -07:00
Rainer
e9c311b245
OneTainer ERNIE LoRA support (#13640) 2026-04-30 19:33:41 -04:00
comfyanonymous
e6e0936128
Load other jpeg formats without taking so much memory. (#13642) 2026-04-30 19:33:09 -04:00
Alexander Piskun
b633244635
[Partner Nodes] ByteDance: virtual portrait library for regular images (#13638)
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* feat(api-nodes-bytedance): use the virtual portrait library for regular images

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* fix: include shape in image dedup hash

Signed-off-by: bigcat88 <bigcat88@icloud.com>

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-04-30 11:49:08 -07:00
Alexander Piskun
38ecad8f8a
feat(api-nodes): allow custom resolutions for GPTImage2 node (#13631)
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Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-04-30 01:09:33 -07:00
Jedrzej Kosinski
a7d82baa06
Fix SQLAlchemy version format in requirements.txt (#13547)
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Change SQLAlchemy>=2.0 to SQLAlchemy>=2.0.0 to satisfy the X.Y.Z
version format expected by install_util.is_valid_version().
2026-04-29 23:30:01 -04:00
comfyanonymous
d10fc2d652
Lower peak mem usage for 8 bit formats with pyav. (#13626) 2026-04-29 23:05:31 -04:00
blepping
a164c82913
Add high quality preview support for Flux2 latents (#13496) 2026-04-29 19:37:30 -04:00
Talmaj
5eeae3f1d8
Cogvideox (#13402)
---------

Co-authored-by: kijai <40791699+kijai@users.noreply.github.com>
Co-authored-by: Talmaj Marinc <talmaj@comfy.org>
2026-04-29 19:30:08 -04:00
Jukka Seppänen
0e25a6936e
Reduce video tiny VAE peak VRAM and decode time (CORE-127) (#13617)
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* Update taehv.py

* Simplify

* Simplify pixel_unshuffle dispatch
2026-04-29 12:15:10 -07:00
rattus
fce0398470
dynamicVRAM + --cache-ram 2 (CORE-117) (#13603)
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* pinned_memory: remove JIT RAM pressure release

This doesn't work, as freeing intermediates for pins needs to be
higher-priority than freeing pins-for-pins if and when you are going
to do that. So this is too late as pins-for-pins is model load time
and we dont have JIT pins-for-pins.

* cacheing: Add a filter to only free intermediates from inactive wfs

This is to get priorities in amongst pins straight.

* mm: free inactive-ram from RAM cache first

Stuff from inactive workflows should be freed before anything else.

* caching: purge old ModelPatchers first

Dont try and score them, just dump them at the first sign of trouble
if they arent part of the workflow.
2026-04-28 19:15:02 -04:00
comfyanonymous
dae3d34751
Use pyav to load images instead of pillow. (#13594)
On failure (ex: animated webp files) fallback to old pillow code.

This should fix the extra precision in high bit depth images (like 16 bit PNG) being discarded when loaded by Pillow and potentially add support for more image formats.
2026-04-28 18:15:06 -04:00
comfyanonymous
c7a517c2f9
Make pyav loading code handle tRNS PNG. (#13607) 2026-04-28 17:59:55 -04:00
rattus
e514119e1e
comfy-aimdo v0.3.0 (#13604)
Comfy-aimdo 0.3.0 contains several major new features.

multi-GPU support
ARM support
AMD support

Refactorings include:

Linkless architecture - linkage is now performed purely at runtime
to stop host library lookups completely and only interact with the
torch-loaded Nvidia stack.

Elimination of cudart integration on linux. Its no consistent with
windows.

Misc bugfixes and minor features.
2026-04-28 16:34:37 -04:00
comfyanonymous
13519934ba
Handle metadata rotation in pyav code. (#13605) 2026-04-28 16:27:42 -04:00
Gilad Schreiber
24de8dc01b
Fix SolidMask and MaskComposite device mismatch with --gpu-only (#13296)
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SolidMask had a hardcoded device="cpu" while other nodes (e.g.
EmptyImage) follow intermediate_device(). This causes a RuntimeError
when MaskComposite combines masks from different device sources
under --gpu-only.

- SolidMask: use intermediate_device() instead of hardcoded "cpu"
- MaskComposite: align source device to destination before operating

Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-04-28 01:18:19 -07:00
Daxiong (Lin)
c0d77a5d53
Change the save 3d model node's filename prefix to 3d/ComfyUI (CORE-106) (#12826)
* Change save 3d model's filename prefix  to 3d/ComfyUI

As this node has already changed from `Save GLB` to `Save 3D Model`, using the filename prefix `3d` will be better than `mesh`

* use lowercase

---------
2026-04-28 00:59:59 -07:00
Matt Miller
ed201fff08
ci: dispatch tag push to Comfy-Org/cloud (#13541)
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Fires on v* tag push (earlier than release.published, which can lag)
and triggers a repository_dispatch on Comfy-Org/cloud with event_type
comfyui_tag_pushed. Legacy desktop dispatch in release-webhook.yml
is left untouched.
2026-04-27 19:51:33 -07:00
rattus
b47f15f25a
fix: Handle un-inited meta-tensors in models (fixes a CPU TE crash) (CORE-67) (#13578) 2026-04-27 22:22:31 -04:00
comfyanonymous
3cbf015578
Read audio and video at the same time in video loader node. (#13591) 2026-04-27 16:44:12 -07:00
comfyanonymous
64b8457f55 ComfyUI v0.20.1 because github is broken again and messed up my release. 2026-04-27 16:10:14 -04:00
comfyanonymous
75143eeb06 ComfyUI v0.20.0
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2026-04-27 13:24:36 -04:00
Daxiong (Lin)
1233f077b1
chore: update workflow templates to v0.9.63 (#13586)
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-04-27 10:06:03 -07:00
Alexander Piskun
6968a70e60
[Partner Nodes] HappyHorse model (#13582)
* feat(api-nodes): add nodes for HappyHorse model

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* fix price badges

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* fix: allow durations up to 15 s

Signed-off-by: bigcat88 <bigcat88@icloud.com>

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-04-27 09:53:08 -07:00
comfyanonymous
115f418b64
Make EmptySD3LatentImage node use intermediate dtype. (#13577)
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