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1906 Commits

Author SHA1 Message Date
Silver
c1909f350f
Better argument handling of front-end-root (#7043) 
* Better argument handling of front-end-root

Improves handling of front-end-root launch argument. Several instances where users have set it and ComfyUI launches as normal and completely disregards the launch arg which doesn't make sense. Better to indicate to user that something is incorrect.

* Removed unused import

There was no real reason to use "Optional" typing in ther front-end-root argument.
 2025-03-05 15:34:22 -05:00
Chenlei Hu
52b3469606
[NodeDef] Explicitly add control_after_generate to seed/noise_seed (#7059) 
* [NodeDef] Explicitly add control_after_generate to seed/noise_seed

* Update comfy/comfy_types/node_typing.py

Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com>

---------

Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com>
 2025-03-05 15:33:23 -05:00
doctorpangloss
8d2d613f95 Move language extensions in order to support packagized frontend 2025-03-05 10:39:31 -08:00
comfyanonymous
369b079ff6 Fix lowvram issue with ltxv vae. 2025-03-05 05:26:08 -05:00
comfyanonymous
9c9a7f012a Adjust ltxv memory factor. 2025-03-05 05:16:05 -05:00
comfyanonymous
93fedd92fe Support LTXV 0.9.5. 
Credits: Lightricks team.
 2025-03-05 00:13:49 -05:00
comfyanonymous
65042f7d39 Make it easier to set a custom template for hunyuan video. 2025-03-04 09:26:05 -05:00
comfyanonymous
7c7c70c400 Refactor skyreels i2v code. 2025-03-04 00:15:45 -05:00
doctorpangloss
d82261485f Prompt upsampling, better torch.compile support for language models 2025-03-03 18:36:47 -08:00
doctorpangloss
c6111fae7d Fix Pixtral 12b compatibility 2025-03-03 13:07:36 -08:00
comfyanonymous
f86c724ef2 Temporal area composition. 
New ConditioningSetAreaPercentageVideo node.
 2025-03-03 06:50:31 -05:00
comfyanonymous
9af6320ec9 Make 2d area composition nodes work on video models. 2025-03-02 08:19:16 -05:00
comfyanonymous
4dc6709307 Rename argument in last commit and document the options. 2025-03-01 02:43:49 -05:00
Chenlei Hu
4d55f16ae8
Use enum list for --fast options (#7024) 2025-03-01 02:37:35 -05:00
comfyanonymous
cf0b549d48 --fast now takes a number as argument to indicate how fast you want it. 
The idea is that you can indicate how much quality vs speed you want.

At the moment:

--fast 2 enables fp16 accumulation if your pytorch supports it.
--fast 5 enables fp8 matrix mult on fp8 models and the optimization above.

--fast without a number enables all optimizations.
 2025-02-28 02:48:20 -05:00
comfyanonymous
eb4543474b Use fp16 for intermediate for fp8 weights with --fast if supported. 2025-02-28 02:17:50 -05:00
comfyanonymous
1804397952 Use fp16 if checkpoint weights are fp16 and the model supports it. 2025-02-27 16:39:57 -05:00
comfyanonymous
f4dac8ab6f Wan code small cleanup. 2025-02-27 07:22:42 -05:00
BiologicalExplosion
89253e9fe5
Support Cambricon MLU (#6964) 
Co-authored-by: huzhan <huzhan@cambricon.com>
 2025-02-26 20:45:13 -05:00
comfyanonymous
3ea3bc8546 Fix wan issues when prompt length is long. 2025-02-26 20:34:02 -05:00
comfyanonymous
0270a0b41c Reduce artifacts on Wan by doing the patch embedding in fp32. 2025-02-26 16:59:26 -05:00
comfyanonymous
c37f15f98e Add fast preview support for Wan models. 2025-02-26 08:56:23 -05:00
comfyanonymous
4bca7367f3 Don't try to use clip_fea on t2v model. 2025-02-26 08:38:09 -05:00
comfyanonymous
b6fefe686b Better wan memory estimation. 2025-02-26 07:51:22 -05:00
comfyanonymous
fa62287f1f More code reuse in wan. 
Fix bug when changing the compute dtype on wan.
 2025-02-26 05:22:29 -05:00
comfyanonymous
0844998db3 Slightly better wan i2v mask implementation. 2025-02-26 03:49:50 -05:00
comfyanonymous
4ced06b879 WIP support for Wan I2V model. 2025-02-26 01:49:43 -05:00
comfyanonymous
cb06e9669b Wan seems to work with fp16. 2025-02-25 21:37:12 -05:00
comfyanonymous
9a66bb972d Make wan work with all latent resolutions. 
Cleanup some code.
 2025-02-25 19:56:04 -05:00
comfyanonymous
ea0f939df3 Fix issue with wan and other attention implementations. 2025-02-25 19:13:39 -05:00
comfyanonymous
f37551c1d2 Change wan rope implementation to the flux one. 
Should be more compatible.
 2025-02-25 19:11:14 -05:00
comfyanonymous
63023011b9 WIP support for Wan t2v model. 2025-02-25 17:20:35 -05:00
comfyanonymous
f40076096e Cleanup some lumina te code. 2025-02-25 04:10:26 -05:00
doctorpangloss
048746f58b Update to 0.3.15 and improve models 
- Cosmos now fully tested
 - Preliminary support for essential Cosmos prompt "upsampler"
 - Lumina tests
 - Tweaks to language and image resizing nodes
 - Fix for #31 all the samplers are now present again
 2025-02-24 21:27:15 -08:00
doctorpangloss
693038738a Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-02-24 09:39:26 -08:00
comfyanonymous
96d891cb94 Speedup on some models by not upcasting bfloat16 to float32 on mac. 2025-02-24 05:41:32 -05:00
comfyanonymous
ace899e71a Prioritize fp16 compute when using allow_fp16_accumulation 2025-02-23 04:45:54 -05:00
comfyanonymous
aff16532d4 Remove some useless code. 2025-02-22 04:45:14 -05:00
comfyanonymous
072db3bea6 Assume the mac black image bug won't be fixed before v16. 2025-02-21 20:24:07 -05:00
comfyanonymous
a6deca6d9a Latest mac still has the black image bug. 2025-02-21 20:14:30 -05:00
comfyanonymous
41c30e92e7 Let all model memory be offloaded on nvidia. 2025-02-21 06:32:21 -05:00
comfyanonymous
12da6ef581 Apparently directml supports fp16. 2025-02-20 09:30:24 -05:00
Silver
c5be423d6b
Fix link pointing to non-exisiting docs (#6891) 
* Fix link pointing to non-exisiting docs

The current link is pointing to a path that does not exist any longer.
I changed it to point to the currect correct path for custom nodes datatypes.

* Update node_typing.py
 2025-02-20 07:07:07 -05:00
maedtb
5715be2ca9
Fix Hunyuan unet config detection for some models. (#6877) 
The change to support 32 channel hunyuan models is missing the `key_prefix` on the key.

This addresses a complain in the comments of acc152b674.
 2025-02-19 07:14:45 -05:00
Benjamin Berman
83ae94b96c Fix absolute import 2025-02-18 20:09:56 -08:00
Benjamin Berman
1e74a4cf08 Fix absolute imports, fix linting issue with dataclass 2025-02-18 19:59:09 -08:00
Benjamin Berman
ffc6a7fd38 Use spawn multiprocessing context to fix Linux ProcessPool issues 2025-02-18 19:46:57 -08:00
doctorpangloss
e65faca817 Distributed setup now defaults to panicking when out of memory now, to facilitate graceful recovery 2025-02-18 15:07:02 -08:00
bymyself
afc85cdeb6
Add Load Image Output node (#6790) 
* add LoadImageOutput node

* add route for input/output/temp files

* update node_typing.py

* use literal type for image_folder field

* mark node as beta
 2025-02-18 17:53:01 -05:00
doctorpangloss
3ddec8ae90 Better support for process pool executors 
- --panics-when=torch.cuda.OutOfMemory will now correctly panic and
   exit the worker, giving it time to reply that the execution failed
   and better dealing with irrecoverable out-of-memory errors
 - --executor-factory=ProcessPoolExecutor will use a process instead of
   a thread to execute comfyui workflows when using the worker. When
   this process panics and exits, it will be correctly replaced, making
   a more robust worker
 2025-02-18 14:37:20 -08:00
Jukka Seppänen
acc152b674
Support loading and using SkyReels-V1-Hunyuan-I2V (#6862) 
* Support SkyReels-V1-Hunyuan-I2V

* VAE scaling

* Fix T2V

oops

* Proper latent scaling
 2025-02-18 17:06:54 -05:00
doctorpangloss
684d180446 Users can now configure their workers to panic if they have out of memory exceptions, which occur due to complex failures in custom nodes 2025-02-18 10:57:23 -08:00
comfyanonymous
b07258cef2 Fix typo. 
Let me know if this slows things down on 2000 series and below.
 2025-02-18 07:28:33 -05:00
comfyanonymous
31e54b7052 Improve AMD arch detection. 2025-02-17 04:53:40 -05:00
comfyanonymous
8c0bae50c3 bf16 manual cast works on old AMD. 2025-02-17 04:42:40 -05:00
comfyanonymous
530412cb9d Refactor torch version checks to be more future proof. 2025-02-17 04:36:45 -05:00
doctorpangloss
d04288ce8d ImagePadForOutpaint now correctly returns a MaskBatch 2025-02-16 15:39:36 -08:00
comfyanonymous
e2919d38b4 Disable bf16 on AMD GPUs that don't support it. 2025-02-16 05:46:10 -05:00
doctorpangloss
0ca30c3c87 export_custom_nodes now handles abstract base classes better 2025-02-14 15:36:51 -08:00
doctorpangloss
f4e65590b8 Fix subfolder being None when images are viewed 2025-02-14 07:20:58 -08:00
comfyanonymous
1cd6cd6080 Disable pytorch attention in VAE for AMD. 2025-02-14 05:42:14 -05:00
comfyanonymous
d7b4bf21a2 Auto enable mem efficient attention on gfx1100 on pytorch nightly 2.7 
I'm not not sure which arches are supported yet. If you see improvements in
memory usage while using --use-pytorch-cross-attention on your AMD GPU let
me know and I will add it to the list.
 2025-02-14 04:18:14 -05:00
comfyanonymous
019c7029ea Add a way to set a different compute dtype for the model at runtime. 
Currently only works for diffusion models.
 2025-02-13 20:34:03 -05:00
comfyanonymous
8773ccf74d Better memory estimation for ROCm that support mem efficient attention. 
There is no way to check if the card actually supports it so it assumes
that it does if you use --use-pytorch-cross-attention with yours.
 2025-02-13 08:32:36 -05:00
doctorpangloss
31b6b53236 Quality of life improvements 
- export_custom_nodes() finds all the classes that inherit from
   CustomNode and exports them correctly for custom node discovery to
   find
 - regular expressions
 - additional string formatting and parsing nodes
 2025-02-12 14:12:10 -08:00
comfyanonymous
1d5d6586f3 Fix ruff. 2025-02-12 06:49:16 -05:00
zhoufan2956
35740259de
mix_ascend_bf16_infer_err (#6794) 2025-02-12 06:48:11 -05:00
comfyanonymous
ab888e1e0b Add add_weight_wrapper function to model patcher. 
Functions can now easily be added to wrap/modify model weights.
 2025-02-12 05:55:35 -05:00
comfyanonymous
d9f0fcdb0c Cleanup. 2025-02-11 17:17:03 -05:00
HishamC
b124256817
Fix for running via DirectML (#6542) 
* Fix for running via DirectML

Fix DirectML empty image generation issue with Flux1. add CPU fallback for unsupported path. Verified the model works on AMD GPUs

* fix formating

* update casual mask calculation
 2025-02-11 17:11:32 -05:00
comfyanonymous
af4b7c91be Make --force-fp16 actually force the diffusion model to be fp16. 2025-02-11 08:33:09 -05:00
comfyanonymous
4027466c80 Make lumina model work with any latent resolution. 2025-02-10 00:24:20 -05:00
comfyanonymous
095d867147 Remove useless function. 2025-02-09 07:02:57 -05:00
Pam
caeb27c3a5
res_multistep: Fix cfgpp and add ancestral samplers (#6731) 2025-02-08 19:39:58 -05:00
comfyanonymous
3d06e1c555 Make error more clear to user. 2025-02-08 18:57:24 -05:00
catboxanon
43a74c0de1
Allow FP16 accumulation with --fast (#6453) 
Currently only applies to PyTorch nightly releases. (>=20250208)
 2025-02-08 17:00:56 -05:00
comfyanonymous
079eccc92a Don't compress http response by default. 
Remove argument to disable it.

Add new --enable-compress-response-body argument to enable it.
 2025-02-07 03:29:21 -05:00
doctorpangloss
ef74b9fdda More graceful health check handling of this connection not being ready 2025-02-06 11:08:09 -08:00
doctorpangloss
5b3eb2e51c Fix torch.zeroes error 2025-02-06 09:00:10 -08:00
comfyanonymous
14880e6dba Remove some useless code. 2025-02-06 05:00:37 -05:00
doctorpangloss
3f1f427ff4 Distinct Seed and Seed64 input specs. numpy only supports 32 bit seeds 2025-02-05 14:08:09 -08:00
doctorpangloss
6ab1aa1e8a Improving MLLM/VLLM support and fixing bugs 
- fix #29 str(model) no longer raises exceptions like with
   HyVideoModelLoader
 - don't try to format CUDA tensors because that can sometimes raise
   exceptions
 - cudaAllocAsync has been disabled for now due to 2.6.0 bugs
 - improve florence2 support
 - add support for paligemma 2. This requires the fix for transformers
   that is currently staged in another repo, install with
   `uv pip install --no-deps "transformers@git+https://github.com/zucchini-nlp/transformers.git#branch=paligemma-fix-kwargs"`
 - triton has been updated
 - fix missing __init__.py files
 2025-02-05 14:02:28 -08:00
comfyanonymous
37cd448529 Set the shift for Lumina back to 6. 2025-02-05 14:49:52 -05:00
comfyanonymous
94f21f9301 Upcasting rope to fp32 seems to make no difference in this model. 2025-02-05 04:32:47 -05:00
comfyanonymous
60653004e5 Use regular numbers for rope in lumina model. 2025-02-05 04:17:25 -05:00
comfyanonymous
a57d635c5f Fix lumina 2 batches. 2025-02-04 21:48:11 -05:00
doctorpangloss
dcac115f68 Revert "Update logging when models are loaded" 
This reverts commit 0d15a091c2.
 2025-02-04 15:18:00 -08:00
doctorpangloss
80db9a8e25 Florence2 2025-02-04 15:17:14 -08:00
doctorpangloss
1a24ceef79 Updates for torch 2.6.0, prepare Anthropic nodes, accept multiple logging levels 2025-02-04 09:27:18 -08:00
Rafał Leszko
0d15a091c2
Update logging when models are loaded 
The "Loaded " log was logged even if no model were actually loaded into VRAM
 2025-02-04 14:44:12 +01:00
comfyanonymous
8ac2dddeed Lower the default shift of lumina to reduce artifacts. 2025-02-04 06:50:37 -05:00
comfyanonymous
3e880ac709 Fix on python 3.9 2025-02-04 04:20:56 -05:00
comfyanonymous
e5ea112a90 Support Lumina 2 model. 2025-02-04 04:16:30 -05:00
comfyanonymous
44e19a28d3 Use maximum negative value instead of -inf for masks in text encoders. 
This is probably more correct.
 2025-02-02 09:46:00 -05:00
Dr.Lt.Data
0a0df5f136
better guide message for sageattention (#6634) 2025-02-02 09:26:47 -05:00
KarryCharon
24d6871e47
add disable-compres-response-body cli args; add compress middleware; (#6672) 2025-02-02 09:24:55 -05:00
comfyanonymous
9e1d301129 Only use stable cascade lora format with cascade model. 2025-02-01 06:35:22 -05:00
doctorpangloss
1488f2c59b Logger should check attributes on current sys.stdout, which may have been overwritten 2025-01-31 10:58:11 -08:00
comfyanonymous
8d8dc9a262 Allow batch of different sigmas when noise scaling. 2025-01-30 06:49:52 -05:00
filtered
222f48c0f2
Allow changing folder_paths.base_path via command line argument. (#6600) 
* Reimpl. CLI arg directly inside folder_paths.

* Update tests to use CLI arg mocking.

* Revert last-minute refactor.

* Fix test state polution.
 2025-01-29 08:06:28 -05:00