1490 Commits

Author SHA1 Message Date
Pam
30159a7fe6
Save v pred zsnr metadata (#7840) 2025-04-28 13:03:21 -04:00
comfyanonymous
c8cd7ad795
Use stream for casting if enabled. (#7833) 2025-04-27 05:38:11 -04:00
comfyanonymous
ac10a0d69e
Make loras work with --async-offload (#7824) 2025-04-26 19:56:22 -04:00
comfyanonymous
0dcc75ca54
Add experimental --async-offload lowvram weight offloading. (#7820)
This should speed up the lowvram mode a bit. It currently is only enabled when --async-offload is used but it will be enabled by default in the future if there are no problems.
2025-04-26 16:11:21 -04:00
comfyanonymous
23e39f2ba7
Add a T5TokenizerOptions node to set options for the T5 tokenizer. (#7803) 2025-04-25 19:36:00 -04:00
AustinMroz
78992c4b25
[NodeDef] Add documentation on widgetType (#7768)
* [NodeDef] Add documentation on widgetType

* Document required version for widgetType
2025-04-25 13:35:07 -04:00
comfyanonymous
f935d42d8e Support SimpleTuner lycoris lora format for HiDream. 2025-04-25 03:11:14 -04:00
thot experiment
e2eed9eb9b
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
552615235d
Fix for dino lowvram. (#7748) 2025-04-23 04:12:52 -04:00
Robin Huang
0738e4ea5d
[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
2d6805ce57
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
a8f63c0d5b
Support dora_scale on both axis (#7727) 2025-04-22 05:01:27 -04:00
Kohaku-Blueleaf
966c43ce26
Add OFT/BOFT algorithm in weight adapter (#7725) 2025-04-22 04:59:47 -04:00
comfyanonymous
3ab231f01f
Fix issue with WAN VACE implementation. (#7724) 2025-04-21 23:36:12 -04:00
Kohaku-Blueleaf
1f3fba2af5
Unified Weight Adapter system for better maintainability and future feature of Lora system (#7540) 2025-04-21 20:15:32 -04:00
comfyanonymous
5d0d4ee98a
Add strength control for vace. (#7717) 2025-04-21 19:36:20 -04:00
filtered
5d51794607
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
ce22f687cc
Support for WAN VACE preview model. (#7711)
* Support for WAN VACE preview model.

* Remove print.
2025-04-21 14:40:29 -04:00
comfyanonymous
2c735c13b4
Slightly better fix for #7687 2025-04-20 11:33:27 -04:00
comfyanonymous
fd27494441 Use empty t5 of size 128 for hidream, seems to give closer results. 2025-04-19 19:49:40 -04:00
power88
f43e1d7f41
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
636d4bfb89 Fix hard crash when the spiece tokenizer path is bad. 2025-04-19 15:55:43 -04:00
comfyanonymous
dbcfd092a2 Set default context_img_len to 257 2025-04-17 12:42:34 -04:00
comfyanonymous
c14429940f Support loading WAN FLF model. 2025-04-17 12:04:48 -04:00
comfyanonymous
0d720e4367 Don't hardcode length of context_img in wan code. 2025-04-17 06:25:39 -04:00
comfyanonymous
1fc00ba4b6 Make hidream work with any latent resolution. 2025-04-16 18:34:14 -04:00
comfyanonymous
9899d187b1 Limit T5 to 128 tokens for HiDream: #7620 2025-04-16 18:07:55 -04:00
comfyanonymous
f00f340a56 Reuse code from flux model. 2025-04-16 17:43:55 -04:00
Chenlei Hu
cce1d9145e
[Type] Mark input options NotRequired (#7614) 2025-04-16 15:41:00 -04:00
comfyanonymous
b4dc03ad76 Fix issue on old torch. 2025-04-16 04:53:56 -04:00
comfyanonymous
9ad792f927 Basic support for hidream i1 model. 2025-04-15 17:35:05 -04:00
comfyanonymous
6fc5dbd52a Cleanup. 2025-04-15 12:13:28 -04:00
comfyanonymous
3e8155f7a3 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
8a438115fb add RMSNorm to comfy.ops 2025-04-14 18:00:33 -04:00
chaObserv
e51d9ba5fc
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
1714a4c158
Add CublasOps support (#7574)
* CublasOps support

* Guard CublasOps behind --fast arg
2025-04-12 18:29:15 -04:00
Chargeuk
ed945a1790
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
98bdca4cb2
Deprecate InputTypeOptions.defaultInput (#7551)
* Deprecate InputTypeOptions.defaultInput

* nit

* nit
2025-04-10 06:57:06 -04:00
Jedrzej Kosinski
e346d8584e
Add prepare_sampling wrapper allowing custom nodes to more accurately report noise_shape (#7500) 2025-04-09 09:43:35 -04:00
comfyanonymous
70d7242e57 Support the wan fun reward loras. 2025-04-07 05:01:47 -04:00
comfyanonymous
3bfe4e5276 Support 512 siglip model. 2025-04-05 07:01:01 -04:00
Raphael Walker
89e4ea0175
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
3a100b9a55 Disable partial offloading of audio VAE. 2025-04-04 21:24:56 -04:00
BiologicalExplosion
2222cf67fd
MLU memory optimization (#7470)
Co-authored-by: huzhan <huzhan@cambricon.com>
2025-04-02 19:24:04 -04:00
BVH
301e26b131
Add option to store TE in bf16 (#7461) 2025-04-01 13:48:53 -04:00
comfyanonymous
a3100c8452 Remove useless code. 2025-03-29 20:12:56 -04:00
comfyanonymous
2d17d8910c Don't error if wan concat image has extra channels. 2025-03-28 08:49:29 -04:00
comfyanonymous
0a1f8869c9 Add WanFunInpaintToVideo node for the Wan fun inpaint models. 2025-03-27 11:13:27 -04:00
comfyanonymous
3661c833bc Support the WAN 2.1 fun control models.
Use the new WanFunControlToVideo node.
2025-03-26 19:54:54 -04:00
comfyanonymous
8edc1f44c1 Support more float8 types. 2025-03-25 05:23:49 -04:00