Jedrzej Kosinski
7f3b9b16c6
Make step index detection much more robust ( #9392 )
2025-08-17 18:54:07 -04:00
comfyanonymous
ed43784b0d
WIP Qwen edit model: The diffusion model part. ( #9383 )
2025-08-17 16:45:39 -04:00
comfyanonymous
0f2b8525bc
Qwen image model refactor. ( #9375 )
2025-08-16 17:51:28 -04:00
comfyanonymous
1702e6df16
Implement wan2.2 camera model. ( #9357 )
...
Use the old WanCameraImageToVideo node.
2025-08-15 17:29:58 -04:00
doctorpangloss
86c64e9d7c
fix linting issue
2025-08-15 14:12:50 -07:00
comfyanonymous
c308a8840a
Add FluxKontextMultiReferenceLatentMethod node. ( #9356 )
...
This node is only useful if someone trains the kontext model to properly
use multiple reference images via the index method.
The default is the offset method which feeds the multiple images like if
they were stitched together as one. This method works with the current
flux kontext model.
2025-08-15 15:50:39 -04:00
comfyanonymous
e08ecfbd8a
Add warning when using old pytorch. ( #9347 )
2025-08-15 00:22:26 -04:00
comfyanonymous
4e5c230f6a
Fix last commit not working on older pytorch. ( #9346 )
2025-08-14 23:44:02 -04:00
Xiangxi Guo (Ryan)
f0d5d0111f
Avoid torch compile graphbreak for older pytorch versions ( #9344 )
...
Turns out torch.compile has some gaps in context manager decorator
syntax support. I've sent patches to fix that in PyTorch, but it won't
be available for all the folks running older versions of PyTorch, hence
this trivial patch.
2025-08-14 23:41:37 -04:00
comfyanonymous
ad19a069f6
Make SLG nodes work on Qwen Image model. ( #9345 )
2025-08-14 23:16:01 -04:00
Benjamin Berman
b3d95afcab
easier support for colab
2025-08-14 09:50:46 -07:00
Jedrzej Kosinski
e4f7ea105f
Added context window support to core sampling code ( #9238 )
...
* Added initial support for basic context windows - in progress
* Add prepare_sampling wrapper for context window to more accurately estimate latent memory requirements, fixed merging wrappers/callbacks dicts in prepare_model_patcher
* Made context windows compatible with different dimensions; works for WAN, but results are bad
* Fix comfy.patcher_extension.merge_nested_dicts calls in prepare_model_patcher in sampler_helpers.py
* Considering adding some callbacks to context window code to allow extensions of behavior without the need to rewrite code
* Made dim slicing cleaner
* Add Wan Context WIndows node for testing
* Made context schedule and fuse method functions be stored on the handler instead of needing to be registered in core code to be found
* Moved some code around between node_context_windows.py and context_windows.py
* Change manual context window nodes names/ids
* Added callbacks to IndexListContexHandler
* Adjusted default values for context_length and context_overlap, made schema.inputs definition for WAN Context Windows less annoying
* Make get_resized_cond more robust for various dim sizes
* Fix typo
* Another small fix
2025-08-13 21:33:05 -04:00
Simon Lui
c991a5da65
Fix XPU iGPU regressions ( #9322 )
...
* Change bf16 check and switch non-blocking to off default with option to force to regain speed on certain classes of iGPUs and refactor xpu check.
* Turn non_blocking off by default for xpu.
* Update README.md for Intel GPUs.
2025-08-13 19:13:35 -04:00
comfyanonymous
9df8792d4b
Make last PR not crash comfy on old pytorch. ( #9324 )
2025-08-13 15:12:41 -04:00
contentis
3da5a07510
SDPA backend priority ( #9299 )
2025-08-13 14:53:27 -04:00
comfyanonymous
560d38f34c
Wan2.2 fun control support. ( #9292 )
2025-08-12 23:26:33 -04:00
PsychoLogicAu
2208aa616d
Support SimpleTuner lycoris lora for Qwen-Image ( #9280 )
2025-08-11 16:56:16 -04:00
Benjamin Berman
deba203176
Disable retries for hub downloading until xet is updated
2025-08-11 12:12:34 -07:00
Benjamin Berman
027648e398
Fix model name bug with sd1
2025-08-11 12:08:25 -07:00
comfyanonymous
5828607ccf
Not sure if AMD actually support fp16 acc but it doesn't crash. ( #9258 )
2025-08-09 12:49:25 -04:00
comfyanonymous
735bb4bdb1
Users report gfx1201 is buggy on flux with pytorch attention. ( #9244 )
2025-08-08 04:21:00 -04:00
doctorpangloss
cd17b42664
Qwen Image with sage attention workarounds
2025-08-07 17:29:23 -07:00
doctorpangloss
b72e5ff448
Qwen Image with 4 bit and 8 bit quants
2025-08-07 13:40:05 -07:00
doctorpangloss
d8dbff9226
Merge branch 'master' of github.com:comfyanonymous/ComfyUI
2025-08-07 13:23:38 -07:00
doctorpangloss
b42b2322fa
Better interaction with huggingface caches
2025-08-07 13:19:20 -07:00
flybirdxx
4c3e57b0ae
Fixed an issue where qwenLora could not be loaded properly. ( #9208 )
2025-08-06 13:23:11 -04:00
comfyanonymous
d044a24398
Fix default shift and any latent size for qwen image model. ( #9186 )
2025-08-05 06:12:27 -04:00
comfyanonymous
c012400240
Initial support for qwen image model. ( #9179 )
2025-08-04 22:53:25 -04:00
doctorpangloss
7ba86929f7
Merge branch 'master' of github.com:comfyanonymous/ComfyUI
2025-08-04 13:44:45 -07:00
comfyanonymous
03895dea7c
Fix another issue with the PR. ( #9170 )
2025-08-04 04:33:04 -04:00
comfyanonymous
84f9759424
Add some warnings and prevent crash when cond devices don't match. ( #9169 )
2025-08-04 04:20:12 -04:00
comfyanonymous
7991341e89
Various fixes for broken things from earlier PR. ( #9168 )
2025-08-04 04:02:40 -04:00
comfyanonymous
140ffc7fdc
Fix broken controlnet from last PR. ( #9167 )
2025-08-04 03:28:12 -04:00
comfyanonymous
182f90b5ec
Lower cond vram use by casting at the same time as device transfer. ( #9159 )
2025-08-04 03:11:53 -04:00
comfyanonymous
aebac22193
Cleanup. ( #9160 )
2025-08-03 07:08:11 -04:00
comfyanonymous
13aaa66ec2
Make sure context is on the right device. ( #9154 )
2025-08-02 15:09:23 -04:00
comfyanonymous
5f582a9757
Make sure all the conds are on the right device. ( #9151 )
2025-08-02 15:00:13 -04:00
doctorpangloss
59bc6afa7b
Fixes to tests and progress bars in xet
2025-08-01 17:26:30 -07:00
doctorpangloss
87bed08124
Merge branch 'master' of github.com:comfyanonymous/ComfyUI
2025-08-01 16:05:47 -07:00
comfyanonymous
1e638a140b
Tiny wan vae optimizations. ( #9136 )
2025-08-01 05:25:38 -04:00
doctorpangloss
3c9d311dee
Improvements to torch.compile
...
- the model weights generally have to be patched ahead of time for compilation to work
- the model downloader matches the folder_paths API a bit better
- tweak the logging from the execution node
2025-07-30 19:27:40 -07:00
doctorpangloss
83184916c1
Improvements to GGUF
...
- GGUF now works and included 4 bit quants, this will allow WAN to run on 24GB VRAM GPUs
- logger only shows full stack for errors
- helper functions for colab notebook
- fix nvcr.io auth error
- lora issues are now reported better
- model downloader will use huggingface cache and symlinking if it is supported on your platform
- torch compile node now correctly patches the model before compilation
2025-07-30 18:28:52 -07:00
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 )
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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 )
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* Add support for sqlite database
* fix
2025-06-11 16:43:39 -04:00
comfyanonymous
8a4ff747bd
Fix mistake in last commit. ( #8496 )
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* 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 )
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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 )
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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 )
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* 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 )
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* [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 )
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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 )
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_scaled_mm errors when an input is non contiguous.
2025-05-10 07:52:56 -04:00
Pam
1b3bf0a5da
Fix res_multistep_ancestral sampler ( #8030 )
2025-05-09 20:14:13 -04:00
blepping
42da274717
Use normal ComfyUI attention in ACE-Steps model ( #8023 )
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* Use normal ComfyUI attention in ACE-Steps model
* Let optimized_attention handle output reshape for ACE
2025-05-09 13:51:02 -04:00
comfyanonymous
8ab15c863c
Add --mmap-torch-files to enable use of mmap when loading ckpt/pt ( #8021 )
2025-05-09 04:52:47 -04:00
comfyanonymous
a692c3cca4
Make ACE VAE tiling work. ( #8004 )
2025-05-08 07:25:45 -04:00
comfyanonymous
5d3cc85e13
Make japanese hiragana and katakana characters work with ACE. ( #7997 )
2025-05-08 03:32:36 -04:00
comfyanonymous
c7c025b8d1
Adjust memory estimation code for ACE VAE. ( #7990 )
2025-05-08 01:22:23 -04:00
comfyanonymous
fd08e39588
Make torchaudio not a hard requirement. ( #7987 )
...
Some platforms can't install it apparently so if it's not there it should
only break models that actually use it.
2025-05-07 21:37:12 -04:00
comfyanonymous
56b6ee6754
Detection code to make ltxv models without config work. ( #7986 )
2025-05-07 21:28:24 -04:00
