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1483 Commits

Author SHA1 Message Date
thot experiment
78d56f3232 throw away alpha channel in clip vision preprocessor (#7769) 
saves users having to explicitly discard the channel
 2025-04-23 21:28:36 -04:00
comfyanonymous
74db647fe9 Fix for dino lowvram. (#7748) 2025-04-23 04:12:52 -04:00
Robin Huang
5025cdb151 [API nodes] Add backbone for supporting api nodes in ComfyUI (#7745) 
* Add Ideogram generate node.

* Add staging api.

* COMFY_API_NODE_NAME node property

* switch to boolean flag and use original node name for id

* add optional to type

* Add API_NODE and common error for missing auth token (#5)

* Add Minimax Video Generation + Async Task queue polling example (#6)

* [Minimax] Show video preview and embed workflow in ouput (#7)

* [API Nodes] Send empty request body instead of empty dictionary. (#8)

* Fixed: removed function from rebase.

* Add pydantic.

* Remove uv.lock

* Remove polling operations.

* Update stubs workflow.

* Remove polling comments.

* Update stubs.

* Use pydantic v2.

* Use pydantic v2.

* Add basic OpenAITextToImage node

* Add.

* convert image to tensor.

* Improve types.

* Ruff.

* Push tests.

* Handle multi-form data.

- Don't set content-type for multi-part/form
- Use data field instead of JSON

* Change to api.comfy.org

* Handle error code 409.

* Remove nodes.

---------

Co-authored-by: bymyself <cbyrne@comfy.org>
Co-authored-by: Yoland Y <4950057+yoland68@users.noreply.github.com>
 2025-04-23 02:18:08 -04:00
comfyanonymous
27d0247321 Add option for using fp8_e8m0fnu for model weights. (#7733) 
Seems to break every model I have tried but worth testing?
 2025-04-22 06:17:38 -04:00
Kohaku-Blueleaf
6d53f6f12b Support dora_scale on both axis (#7727) 2025-04-22 05:01:27 -04:00
Kohaku-Blueleaf
5958c5aab6 Add OFT/BOFT algorithm in weight adapter (#7725) 2025-04-22 04:59:47 -04:00
comfyanonymous
5f31968bed Fix issue with WAN VACE implementation. (#7724) 2025-04-21 23:36:12 -04:00
Kohaku-Blueleaf
10a8518868 Unified Weight Adapter system for better maintainability and future feature of Lora system (#7540) 2025-04-21 20:15:32 -04:00
comfyanonymous
8f8fa157a4 Add strength control for vace. (#7717) 2025-04-21 19:36:20 -04:00
filtered
64fa3d6fc5 Add node type hint for socketless option (#7714) 
* Add node type hint for socketless option

* nit - Doc
 2025-04-21 16:13:00 -04:00
comfyanonymous
e3c1b181a2 Support for WAN VACE preview model. (#7711) 
* Support for WAN VACE preview model.

* Remove print.
 2025-04-21 14:40:29 -04:00
comfyanonymous
a834f992f0 Slightly better fix for #7687 2025-04-20 11:33:27 -04:00
comfyanonymous
da3d136cb7 Use empty t5 of size 128 for hidream, seems to give closer results. 2025-04-19 19:49:40 -04:00
power88
6f35198397 Hidream: Allow loading hidream text encoders in CLIPLoader and DualCLIPLoader (#7676) 
* Hidream: Allow partial loading text encoders

* reformat code for ruff check.
 2025-04-19 19:47:30 -04:00
comfyanonymous
da12bcd594 Fix hard crash when the spiece tokenizer path is bad. 2025-04-19 15:55:43 -04:00
comfyanonymous
b16e60eafd Set default context_img_len to 257 2025-04-17 12:42:34 -04:00
comfyanonymous
9601e9e909 Support loading WAN FLF model. 2025-04-17 12:04:48 -04:00
comfyanonymous
89aec08623 Don't hardcode length of context_img in wan code. 2025-04-17 06:25:39 -04:00
comfyanonymous
7223e38263 Make hidream work with any latent resolution. 2025-04-16 18:34:14 -04:00
comfyanonymous
f26cf7d5fa Limit T5 to 128 tokens for HiDream: #7620 2025-04-16 18:07:55 -04:00
comfyanonymous
5ea8378fc6 Reuse code from flux model. 2025-04-16 17:43:55 -04:00
Chenlei Hu
3bcade9e24 [Type] Mark input options NotRequired (#7614) 2025-04-16 15:41:00 -04:00
comfyanonymous
554e371cad Fix issue on old torch. 2025-04-16 04:53:56 -04:00
comfyanonymous
720a954e00 Basic support for hidream i1 model. 2025-04-15 17:35:05 -04:00
comfyanonymous
921181d22b Cleanup. 2025-04-15 12:13:28 -04:00
comfyanonymous
df67f25c28 More flexible long clip support. 
Add clip g long clip support.

Text encoder refactor.

Support llama models with different vocab sizes.
 2025-04-15 10:32:21 -04:00
comfyanonymous
04d5cdb6a2 add RMSNorm to comfy.ops 2025-04-14 18:00:33 -04:00
chaObserv
c4116ffaea Add SEEDS (stage 2 & 3 DP) sampler (#7580) 
* Add seeds stage 2 & 3 (DP) sampler

* Change the name to SEEDS in comment
 2025-04-12 18:36:08 -04:00
catboxanon
2f65dfe6b0 Add CublasOps support (#7574) 
* CublasOps support

* Guard CublasOps behind --fast arg
 2025-04-12 18:29:15 -04:00
Chargeuk
1b28367616 Dependency Aware Node Caching for low RAM/VRAM machines (#7509) 
* add dependency aware cache that removed a cached node as soon as all of its decendents have executed. This allows users with lower RAM to run workflows they would otherwise not be able to run. The downside is that every workflow will fully run each time even if no nodes have changed.

* remove test code

* tidy code
 2025-04-11 06:55:51 -04:00
Chenlei Hu
a8fd307f35 Deprecate InputTypeOptions.defaultInput (#7551) 
* Deprecate InputTypeOptions.defaultInput

* nit

* nit
 2025-04-10 06:57:06 -04:00
Jedrzej Kosinski
6227fc9edf Add prepare_sampling wrapper allowing custom nodes to more accurately report noise_shape (#7500) 2025-04-09 09:43:35 -04:00
comfyanonymous
f23079e949 Support the wan fun reward loras. 2025-04-07 05:01:47 -04:00
comfyanonymous
2f866528dc Support 512 siglip model. 2025-04-05 07:01:01 -04:00
Raphael Walker
3b53953e66 Add activations_shape info in UNet models (#7482) 
* Add activations_shape info in UNet models

* activations_shape should be a list
 2025-04-04 21:27:54 -04:00
comfyanonymous
522761c65d Disable partial offloading of audio VAE. 2025-04-04 21:24:56 -04:00
BiologicalExplosion
933ba105ff MLU memory optimization (#7470) 
Co-authored-by: huzhan <huzhan@cambricon.com>
 2025-04-02 19:24:04 -04:00
BVH
d7ab5c10ce Add option to store TE in bf16 (#7461) 2025-04-01 13:48:53 -04:00
comfyanonymous
c32dd8bce5 Remove useless code. 2025-03-29 20:12:56 -04:00
comfyanonymous
beab5d686d Don't error if wan concat image has extra channels. 2025-03-28 08:49:29 -04:00
comfyanonymous
85a32a621d Add WanFunInpaintToVideo node for the Wan fun inpaint models. 2025-03-27 11:13:27 -04:00
comfyanonymous
368daba9c7 Support the WAN 2.1 fun control models. 
Use the new WanFunControlToVideo node.
 2025-03-26 19:54:54 -04:00
comfyanonymous
0097c4d380 Support more float8 types. 2025-03-25 05:23:49 -04:00
comfyanonymous
f12158c8b0 Fallback to pytorch attention if sage attention fails. 2025-03-22 15:45:56 -04:00
comfyanonymous
07e9574b4b Automatically set the right sampling type for lotus. 2025-03-21 14:19:37 -04:00
thot experiment
337c6bcd15 Native LotusD Implementation (#7125) 
* draft pass at a native comfy implementation of Lotus-D depth and normal est

* fix model_sampling kludges

* fix ruff

---------

Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
 2025-03-21 14:04:15 -04:00
comfyanonymous
5100ca7361 A few fixes for the hunyuan3d models. 2025-03-20 04:52:31 -04:00
comfyanonymous
a3c96c7cf6 Fix orientation of hunyuan 3d model. 2025-03-19 19:55:24 -04:00
comfyanonymous
2f17e6734c Initial Hunyuan3Dv2 implementation. 
Supports the multiview, mini, turbo models and VAEs.
 2025-03-19 16:52:58 -04:00
comfyanonymous
35324c6a52 Allow disabling pe in flux code for some other models. 2025-03-18 05:09:25 -04:00