Commit Graph

2237 Commits

Author SHA1 Message Date
chaObserv
61b08d4ba6
Replace manual x * sigmoid(x) with torch silu in VAE nonlinearity (#9057) 2025-07-30 19:25:56 -04:00
comfyanonymous
da9dab7edd
Small wan camera memory optimization. (#9111) 2025-07-30 05:55:26 -04:00
comfyanonymous
dca6bdd4fa
Make wan2.2 5B i2v take a lot less memory. (#9102) 2025-07-29 19:44:18 -04:00
comfyanonymous
7d593baf91
Extra reserved vram on large cards on windows. (#9093) 2025-07-29 04:07:45 -04:00
doctorpangloss
69a4906964 Experimental GGUF support 2025-07-28 17:02:20 -07:00
doctorpangloss
fe4057385d Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-07-28 14:38:18 -07:00
doctorpangloss
03e5430121 Improvements for Wan 2.2 support
- add xet support and add the xet cache to manageable directories
 - xet is enabled by default
 - fix logging to root in various places
 - improve logging about model unloading and loading
 - TorchCompileNode now supports the VAE
 - torchaudio missing will cause less noise in the logs
 - feature flags will assume to be supporting everything in the distributed progress context
 - fixes progress notifications
2025-07-28 14:36:27 -07:00
comfyanonymous
c60dc4177c
Remove unecessary clones in the wan2.2 VAE. (#9083) 2025-07-28 14:48:19 -04:00
doctorpangloss
b5a50301f6 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-07-28 10:06:47 -07:00
comfyanonymous
a88788dce6
Wan 2.2 support. (#9080) 2025-07-28 08:00:23 -04:00
Benjamin Berman
583ddd6b38 Always use spawn context, even on Linux 2025-07-26 17:42:44 -07:00
comfyanonymous
0621d73a9c
Remove useless code. (#9059) 2025-07-26 04:44:19 -04:00
doctorpangloss
a3ae6e74d2 fix tests 2025-07-25 15:01:30 -07:00
doctorpangloss
3684cff31b Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-07-25 12:48:05 -07:00
comfyanonymous
e6e5d33b35
Remove useless code. (#9041)
This is only needed on old pytorch 2.0 and older.
2025-07-25 04:58:28 -04:00
Eugene Fairley
4293e4da21
Add WAN ATI support (#8874)
* Add WAN ATI support

* Fixes

* Fix length

* Remove extra functions

* Fix

* Fix

* Ruff fix

* Remove torch.no_grad

* Add batch trajectory logic

* Scale inputs before and after motion patch

* Batch image/trajectory

* Ruff fix

* Clean up
2025-07-24 20:59:19 -04:00
comfyanonymous
69cb57b342
Print xpu device name. (#9035) 2025-07-24 15:06:25 -04:00
honglyua
0ccc88b03f
Support Iluvatar CoreX (#8585)
* Support Iluvatar CoreX
Co-authored-by: mingjiang.li <mingjiang.li@iluvatar.com>
2025-07-24 13:57:36 -04:00
Kohaku-Blueleaf
eb2f78b4e0
[Training Node] algo support, grad acc, optional grad ckpt (#9015)
* Add factorization utils for lokr

* Add lokr train impl

* Add loha train impl

* Add adapter map for algo selection

* Add optional grad ckpt and algo selection

* Update __init__.py

* correct key name for loha

* Use custom fwd/bwd func and better init for loha

* Support gradient accumulation

* Fix bugs of loha

* use more stable init

* Add OFT training

* linting
2025-07-23 20:57:27 -04:00
chaObserv
e729a5cc11
Separate denoised and noise estimation in Euler CFG++ (#9008)
This will change their behavior with the sampling CONST type.
It also combines euler_cfg_pp and euler_ancestral_cfg_pp into one main function.
2025-07-23 19:47:05 -04:00
comfyanonymous
d3504e1778
Enable pytorch attention by default for gfx1201 on torch 2.8 (#9029) 2025-07-23 19:21:29 -04:00
comfyanonymous
a86a58c308
Fix xpu function not implemented p2. (#9027) 2025-07-23 18:18:20 -04:00
comfyanonymous
39dda1d40d
Fix xpu function not implemented. (#9026) 2025-07-23 18:10:59 -04:00
comfyanonymous
5ad33787de
Add default device argument. (#9023) 2025-07-23 14:20:49 -04:00
Simon Lui
255f139863
Add xpu version for async offload and some other things. (#9004) 2025-07-22 15:20:09 -04:00
doctorpangloss
9fec871dbc fix logger mispelling colab, add readme instructions for running in colab and so called comfyui portable 2025-07-17 16:01:03 -07:00
doctorpangloss
9376830295 fix windows standalone build 2025-07-17 14:18:01 -07:00
doctorpangloss
c2c45e061e fix noisy logging messages 2025-07-17 13:06:55 -07:00
doctorpangloss
d709e10bcb update docker image 2025-07-17 12:45:59 -07:00
doctorpangloss
8fcccad6a2 fix linting error 2025-07-16 15:32:58 -07:00
doctorpangloss
e455b0ad2e fix opentel 2025-07-16 15:19:19 -07:00
doctorpangloss
6ecb9e71f6 this is not disabling the meterprovider successfully 2025-07-16 14:33:06 -07:00
doctorpangloss
8176078118 add configuration args types 2025-07-16 14:26:42 -07:00
doctorpangloss
94310e51e3 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-07-16 14:24:12 -07:00
doctorpangloss
d4d62500ac fix tests, disable opentel metrics provider 2025-07-16 14:21:50 -07:00
doctorpangloss
f23fe2e2cf updates to dockerfile and pyproject.yaml 2025-07-16 13:46:05 -07:00
comfyanonymous
491fafbd64
Silence clip tokenizer warning. (#8934) 2025-07-16 14:42:07 -04:00
Harel Cain
9bc2798f72
LTXV VAE decoder: switch default padding mode (#8930) 2025-07-16 13:54:38 -04:00
comfyanonymous
50afba747c
Add attempt to work around the safetensors mmap issue. (#8928) 2025-07-16 03:42:17 -04:00
doctorpangloss
bf3345e083 Add support for ComfyUI Manager 2025-07-15 14:06:29 -07:00
doctorpangloss
f1cfff6da5 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-07-15 10:21:19 -07:00
doctorpangloss
96b4e04315 packaging fixes
- enable user db
 - fix main_pre order everywhere
 - fix absolute to relative imports everywhere
 - async better supported
2025-07-15 10:19:33 -07:00
Yoland Yan
543c24108c
Fix wrong reference bug (#8910) 2025-07-14 20:45:55 -04:00
doctorpangloss
c086c5e005 fix pylint issues 2025-07-14 17:44:43 -07:00
doctorpangloss
499f9be5fa merging upstream with hiddenswitch
- deprecate our preview image fork of the frontend because upstream now has the needed functionality
 - merge the context executor from upstream into ours
2025-07-14 16:55:47 -07:00
doctorpangloss
bd6f28e3bd Move back to comfy_execution directory 2025-07-14 13:48:34 -07:00
doctorpangloss
04e411c32e Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-07-14 13:45:09 -07:00
comfyanonymous
b40143984c
Add model detection error hint for lora. (#8880) 2025-07-12 03:49:26 -04:00
doctorpangloss
f576f8124a record workflow when there's an error 2025-07-11 13:51:45 -07:00
comfyanonymous
938d3e8216
Remove windows line endings. (#8866) 2025-07-11 02:37:51 -04:00
guill
2b653e8c18
Support for async node functions (#8830)
* Support for async execution functions

This commit adds support for node execution functions defined as async. When
a node's execution function is defined as async, we can continue
executing other nodes while it is processing.

Standard uses of `await` should "just work", but people will still have
to be careful if they spawn actual threads. Because torch doesn't really
have async/await versions of functions, this won't particularly help
with most locally-executing nodes, but it does work for e.g. web
requests to other machines.

In addition to the execute function, the `VALIDATE_INPUTS` and
`check_lazy_status` functions can also be defined as async, though we'll
only resolve one node at a time right now for those.

* Add the execution model tests to CI

* Add a missing file

It looks like this got caught by .gitignore? There's probably a better
place to put it, but I'm not sure what that is.

* Add the websocket library for automated tests

* Add additional tests for async error cases

Also fixes one bug that was found when an async function throws an error
after being scheduled on a task.

* Add a feature flags message to reduce bandwidth

We now only send 1 preview message of the latest type the client can
support.

We'll add a console warning when the client fails to send a feature
flags message at some point in the future.

* Add async tests to CI

* Don't actually add new tests in this PR

Will do it in a separate PR

* Resolve unit test in GPU-less runner

* Just remove the tests that GHA can't handle

* Change line endings to UNIX-style

* Avoid loading model_management.py so early

Because model_management.py has a top-level `logging.info`, we have to
be careful not to import that file before we call `setup_logging`. If we
do, we end up having the default logging handler registered in addition
to our custom one.
2025-07-10 14:46:19 -04:00
doctorpangloss
1338e8935f fix metrics exporter messing up health endpoint 2025-07-09 07:15:42 -07:00
doctorpangloss
b268296504 update upstream for flux fixes 2025-07-09 06:28:17 -07:00
chaObserv
aac10ad23a
Add SA-Solver sampler (#8834) 2025-07-08 16:17:06 -04:00
josephrocca
974254218a
Un-hardcode chroma patch_size (#8840) 2025-07-08 15:56:59 -04:00
comfyanonymous
75d327abd5
Remove some useless code. (#8812) 2025-07-06 07:07:39 -04:00
comfyanonymous
ee615ac269
Add warning when loading file unsafely. (#8800) 2025-07-05 14:34:57 -04:00
chaObserv
f41f323c52
Add the denoising step to several samplers (#8780) 2025-07-03 19:20:53 -04:00
City
d9277301d2
Initial code for new SLG node (#8759) 2025-07-02 20:13:43 -04:00
comfyanonymous
111f583e00
Fallback to regular op when fp8 op throws exception. (#8761) 2025-07-02 00:57:13 -04:00
chaObserv
b22e97dcfa
Migrate ER-SDE from VE to VP algorithm and add its sampler node (#8744)
Apply alpha scaling in the algorithm for reverse-time SDE and add custom ER-SDE sampler node for other solver types (SDE, ODE).
2025-07-01 02:38:52 -04:00
comfyanonymous
170c7bb90c
Fix contiguous issue with pytorch nightly. (#8729) 2025-06-29 06:38:40 -04:00
comfyanonymous
396454fa41
Reorder the schedulers so simple is the default one. (#8722) 2025-06-28 18:12:56 -04:00
xufeng
ba9548f756
“--whitelist-custom-nodes” args for comfy core to go with “--disable-all-custom-nodes” for development purposes (#8592)
* feat: “--whitelist-custom-nodes” args for comfy core to go with “--disable-all-custom-nodes” for development purposes

* feat: Simplify custom nodes whitelist logic to use consistent code paths
2025-06-28 15:24:02 -04:00
comfyanonymous
c36be0ea09
Fix memory estimation bug with kontext. (#8709) 2025-06-27 17:21:12 -04:00
comfyanonymous
9093301a49
Don't add tiny bit of random noise when VAE encoding. (#8705)
Shouldn't change outputs but might make things a tiny bit more
deterministic.
2025-06-27 14:14:56 -04:00
doctorpangloss
a7aff3565b Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-06-26 16:57:25 -07:00
comfyanonymous
ef5266b1c1
Support Flux Kontext Dev model. (#8679) 2025-06-26 11:28:41 -04:00
comfyanonymous
a96e65df18
Disable omnigen2 fp16 on older pytorch versions. (#8672) 2025-06-26 03:39:09 -04:00
comfyanonymous
ec70ed6aea
Omnigen2 model implementation. (#8669) 2025-06-25 19:35:57 -04:00
comfyanonymous
7a13f74220
unet -> diffusion model (#8659) 2025-06-25 04:52:34 -04:00
doctorpangloss
e034d0bb24 fix sampling bug 2025-06-24 16:37:20 -07:00
doctorpangloss
f6339e8115 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-06-24 12:52:54 -07:00
doctorpangloss
f8eea225d4 modify main.py 2025-06-24 12:30:54 -07:00
doctorpangloss
8838957554 move main.py 2025-06-24 12:30:32 -07:00
doctorpangloss
8eba1733c8 remove main.py 2025-06-24 12:29:47 -07:00
chaObserv
8042eb20c6
Singlestep DPM++ SDE for RF (#8627)
Refactor the algorithm, and apply alpha scaling.
2025-06-24 14:59:09 -04:00
comfyanonymous
1883e70b43
Fix exception when using a noise mask with cosmos predict2. (#8621)
* Fix exception when using a noise mask with cosmos predict2.

* Fix ruff.
2025-06-21 03:30:39 -04:00
comfyanonymous
f7fb193712
Small flux optimization. (#8611) 2025-06-20 05:37:32 -04:00
comfyanonymous
7e9267fa77
Make flux controlnet work with sd3 text enc. (#8599) 2025-06-19 18:50:05 -04:00
comfyanonymous
91d40086db
Fix pytorch warning. (#8593) 2025-06-19 11:04:52 -04:00
Benjamin Berman
8041b1b54d fix ideogram seed, fix polling for results, fix logger 2025-06-18 09:38:20 -07:00
Benjamin Berman
d9ee4137c7 gracefully handle logs when they are never set up (not sure why this is occurring) 2025-06-18 06:14:09 -07:00
Benjamin Berman
f507bec91a fix issue with queue retrieval in distributed environment, fix text progress, fix folder paths being aggressively resolved, fix ideogram seed 2025-06-18 02:43:50 -07:00
doctorpangloss
1d29c97266 fix tests 2025-06-17 18:38:42 -07:00
doctorpangloss
7d1f840636 adding tests 2025-06-17 14:26:47 -07:00
doctorpangloss
8f836ad2ee fix default path 2025-06-17 13:54:57 -07:00
doctorpangloss
cc338a9d3e this alembic file 2025-06-17 13:25:02 -07:00
doctorpangloss
0779bac12c move db and models 2025-06-17 13:21:56 -07:00
doctorpangloss
1d901e32eb Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-06-17 13:20:31 -07:00
doctorpangloss
fb7846db50 Merge branch 'master' of github.com:hiddenswitch/ComfyUI 2025-06-17 13:02:48 -07:00
doctorpangloss
7d5a9f17a4 Add more known models 2025-06-17 12:47:48 -07:00
doctorpangloss
adb68f5623 fix logging in model_downloader, remove nf4 flux support since it is broken and unused 2025-06-17 12:14:08 -07:00
doctorpangloss
3d0306b89f more fixes from pylint 2025-06-17 11:36:41 -07:00
doctorpangloss
d79d7a7e08 fix imports and other basic problems 2025-06-17 11:19:48 -07:00
doctorpangloss
e8cf6489d2 modify hook breaker to work 2025-06-17 10:39:51 -07:00
doctorpangloss
cdcbdaecb0 move hook breaker 2025-06-17 10:39:27 -07:00
doctorpangloss
3bf0b01e47 del hook breaker 2025-06-17 10:39:09 -07:00
doctorpangloss
2b293de1b1 move comfyui_version to the right place so it's registered as a move 2025-06-17 10:36:20 -07:00
doctorpangloss
a5cd8fae7e rm __init__.py which has the version 2025-06-17 10:35:45 -07:00
doctorpangloss
82388d51a2 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-06-17 10:35:10 -07:00
chaObserv
8e81c507d2
Multistep DPM++ SDE samplers for RF (#8541)
Include alpha in sampling and minor refactoring
2025-06-16 14:47:10 -04:00
comfyanonymous
e1c6dc720e
Allow setting min_length with tokenizer_data. (#8547) 2025-06-16 13:43:52 -04:00
comfyanonymous
7ea79ebb9d
Add correct eps to ltxv rmsnorm. (#8542) 2025-06-15 12:21:25 -04:00
comfyanonymous
d6a2137fc3
Support Cosmos predict2 image to video models. (#8535)
Use the CosmosPredict2ImageToVideoLatent node.
2025-06-14 21:37:07 -04:00
chaObserv
53e8d8193c
Generalize SEEDS samplers (#8529)
Restore VP algorithm for RF and refactor noise_coeffs and half-logSNR calculations
2025-06-14 16:58:16 -04:00
comfyanonymous
29596bd53f
Small cosmos attention code refactor. (#8530) 2025-06-14 05:02:05 -04:00
Kohaku-Blueleaf
520eb77b72
LoRA Trainer: LoRA training node in weight adapter scheme (#8446) 2025-06-13 19:25:59 -04:00
comfyanonymous
c69af655aa
Uncap cosmos predict2 res and fix mem estimation. (#8518) 2025-06-13 07:30:18 -04:00
comfyanonymous
251f54a2ad
Basic initial support for cosmos predict2 text to image 2B and 14B models. (#8517) 2025-06-13 07:05:23 -04:00
pythongosssss
50c605e957
Add support for sqlite database (#8444)
* Add support for sqlite database

* fix
2025-06-11 16:43:39 -04:00
comfyanonymous
8a4ff747bd
Fix mistake in last commit. (#8496)
* Move to right place.
2025-06-11 15:13:29 -04:00
comfyanonymous
af1eb58be8
Fix black images on some flux models in fp16. (#8495) 2025-06-11 15:09:11 -04:00
Benjamin Berman
cc9a0935a4 fix issue when trying to normalize paths for comparison purposes and the node contains an integer list value 2025-06-11 07:23:57 -07:00
comfyanonymous
6e28a46454
Apple most likely is never fixing the fp16 attention bug. (#8485) 2025-06-10 13:06:24 -04:00
comfyanonymous
7f800d04fa
Enable AMD fp8 and pytorch attention on some GPUs. (#8474)
Information is from the pytorch source code.
2025-06-09 12:50:39 -04:00
comfyanonymous
97755eed46
Enable fp8 ops by default on gfx1201 (#8464) 2025-06-08 14:15:34 -04:00
comfyanonymous
daf9d25ee2
Cleaner torch version comparisons. (#8453) 2025-06-07 10:01:15 -04:00
comfyanonymous
3b4b171e18
Alternate fix for #8435 (#8442) 2025-06-06 09:43:27 -04:00
Benjamin Berman
d94b0cce93 better logging 2025-06-05 20:59:36 -07:00
comfyanonymous
4248b1618f
Let chroma TE work on regular flux. (#8429) 2025-06-05 10:07:17 -04:00
comfyanonymous
fb4754624d
Make the casting in lists the same as regular inputs. (#8373) 2025-06-01 05:39:54 -04:00
comfyanonymous
19e45e9b0e
Make it easier to pass lists of tensors to models. (#8358) 2025-05-31 20:00:20 -04:00
drhead
08b7cc7506
use fused multiply-add pointwise ops in chroma (#8279) 2025-05-30 18:09:54 -04:00
comfyanonymous
704fc78854
Put ROCm version in tuple to make it easier to enable stuff based on it. (#8348) 2025-05-30 15:41:02 -04:00
comfyanonymous
f2289a1f59
Delete useless file. (#8327) 2025-05-29 08:29:37 -04:00
comfyanonymous
5e5e46d40c
Not really tested WAN Phantom Support. (#8321) 2025-05-28 23:46:15 -04:00
comfyanonymous
1c1687ab1c
Support HiDream SimpleTuner loras. (#8318) 2025-05-28 18:47:15 -04:00
comfyanonymous
06c661004e
Memory estimation code can now take into account conds. (#8307) 2025-05-27 15:09:05 -04:00
comfyanonymous
89a84e32d2
Disable initial GPU load when novram is used. (#8294) 2025-05-26 16:39:27 -04:00
comfyanonymous
e5799c4899
Enable pytorch attention by default on AMD gfx1151 (#8282) 2025-05-26 04:29:25 -04:00
comfyanonymous
a0651359d7
Return proper error if diffusion model not detected properly. (#8272) 2025-05-25 05:28:11 -04:00
comfyanonymous
5a87757ef9
Better error if sageattention is installed but a dependency is missing. (#8264) 2025-05-24 06:43:12 -04:00
comfyanonymous
0b50d4c0db
Add argument to explicitly enable fp8 compute support. (#8257)
This can be used to test if your current GPU/pytorch version supports fp8 matrix mult in combination with --fast or the fp8_e4m3fn_fast dtype.
2025-05-23 17:43:50 -04:00
drhead
30b2eb8a93
create arange on-device (#8255) 2025-05-23 16:15:06 -04:00
comfyanonymous
f85c08df06
Make VACE conditionings stackable. (#8240) 2025-05-22 19:22:26 -04:00
comfyanonymous
87f9130778
Revert "This doesn't seem to be needed on chroma. (#8209)" (#8210)
This reverts commit 7e84bf5373.
2025-05-20 05:39:55 -04:00
comfyanonymous
7e84bf5373
This doesn't seem to be needed on chroma. (#8209) 2025-05-20 05:29:23 -04:00
doctorpangloss
6d8deff056 Switch to uv for packaging 2025-05-19 15:58:08 -07:00
doctorpangloss
a3ad9bdb1a fix legacy kwargs 2025-05-17 16:10:54 -07:00
comfyanonymous
aee2908d03
Remove useless log. (#8166) 2025-05-17 06:27:34 -04:00
comfyanonymous
1c2d45d2b5
Fix typo in last PR. (#8144)
More robust model detection for future proofing.
2025-05-15 19:02:19 -04:00
George0726
c820ef950d
Add Wan-FUN Camera Control models and Add WanCameraImageToVideo node (#8013)
* support wan camera models

* fix by ruff check

* change camera_condition type; make camera_condition optional

* support camera trajectory nodes

* fix camera direction

---------

Co-authored-by: Qirui Sun <sunqr0667@126.com>
2025-05-15 19:00:43 -04:00
Christian Byrne
98ff01e148
Display progress and result URL directly on API nodes (#8102)
* [Luma] Print download URL of successful task result directly on nodes (#177)

[Veo] Print download URL of successful task result directly on nodes (#184)

[Recraft] Print download URL of successful task result directly on nodes (#183)

[Pixverse] Print download URL of successful task result directly on nodes (#182)

[Kling] Print download URL of successful task result directly on nodes (#181)

[MiniMax] Print progress text and download URL of successful task result directly on nodes (#179)

[Docs] Link to docs in `API_NODE` class property type annotation comment (#178)

[Ideogram] Print download URL of successful task result directly on nodes (#176)

[Kling] Print download URL of successful task result directly on nodes (#181)

[Veo] Print download URL of successful task result directly on nodes (#184)

[Recraft] Print download URL of successful task result directly on nodes (#183)

[Pixverse] Print download URL of successful task result directly on nodes (#182)

[MiniMax] Print progress text and download URL of successful task result directly on nodes (#179)

[Docs] Link to docs in `API_NODE` class property type annotation comment (#178)

[Luma] Print download URL of successful task result directly on nodes (#177)

[Ideogram] Print download URL of successful task result directly on nodes (#176)

Show output URL and progress text on Pika nodes (#168)

[BFL] Print download URL of successful task result directly on nodes (#175)

[OpenAI ] Print download URL of successful task result directly on nodes (#174)

* fix ruff errors

* fix 3.10 syntax error
2025-05-14 00:33:18 -04:00
comfyanonymous
4a9014e201
Hunyuan Custom initial untested implementation. (#8101) 2025-05-13 15:53:47 -04:00
comfyanonymous
a814f2e8cc
Fix issue with old pytorch RMSNorm. (#8095) 2025-05-13 07:54:28 -04:00
comfyanonymous
481732a0ed
Support official ACE Step loras. (#8094) 2025-05-13 07:32:16 -04:00
comfyanonymous
640c47e7de
Fix torch warning about deprecated function. (#8075)
Drop support for torch versions below 2.2 on the audio VAEs.
2025-05-12 14:32:01 -04:00
comfyanonymous
577de83ca9
ACE VAE works in fp16. (#8055) 2025-05-11 04:58:00 -04:00
comfyanonymous
d42613686f
Fix issue with fp8 ops on some models. (#8045)
_scaled_mm errors when an input is non contiguous.
2025-05-10 07:52:56 -04:00