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202 Commits

Author SHA1 Message Date
comfyanonymous d31e226650 Unify RMSNorm code. 2024-08-28 16:56:38 -04:00
comfyanonymous ab130001a8 Do RMSNorm in native type. 2024-08-27 02:41:56 -04:00
comfyanonymous 015f73dc49 Try a different type of flux fp16 fix. 2024-08-21 16:17:15 -04:00
comfyanonymous d31df04c8a Indentation. 2024-08-17 23:00:44 -04:00
Xrvk e68763f40c
Add Flux model support for InstantX style controlnet residuals (#4444) 
* Add Flux model support for InstantX style controlnet residuals

* Refactor Flux controlnet residual step to a separate method

* Rollback minor change

* New format for applying controlnet residuals: input->double_blocks, output->single_blocks

* Adjust XLabs Flux controlnet to fit new syntax of applying Flux controlnet residuals

* Remove unnecessary import and minor style change
 2024-08-17 22:58:23 -04:00
comfyanonymous 33fb282d5c Fix issue. 2024-08-14 02:51:47 -04:00
comfyanonymous a5af64d3ce Revert "Not sure if this actually changes anything but it can't hurt." 
This reverts commit 34608de2e9.
 2024-08-14 01:05:17 -04:00
comfyanonymous 34608de2e9 Not sure if this actually changes anything but it can't hurt. 2024-08-13 13:29:16 -04:00
comfyanonymous 5942c17d55 Order of operations matters. 2024-08-12 21:56:18 -04:00
comfyanonymous c032b11e07
xlabs Flux controlnet implementation. (#4260) 
* xlabs Flux controlnet.

* Fix not working on old python.

* Remove comment.
 2024-08-12 21:22:22 -04:00
comfyanonymous ae197f651b Speed up hunyuan dit inference a bit. 2024-08-10 07:36:27 -04:00
comfyanonymous a475ec2300 Cleanup HunyuanDit controlnets. 
Use the: ControlNetApply SD3 and HunyuanDiT node.
 2024-08-09 02:59:34 -04:00
来新璐 06eb9fb426
feat: add support for HunYuanDit ControlNet (#4245) 
* add support for HunYuanDit ControlNet

* fix hunyuandit controlnet

* fix typo in hunyuandit controlnet

* fix typo in hunyuandit controlnet

* fix code format style

* add control_weight support for HunyuanDit Controlnet

* use control_weights in HunyuanDit Controlnet

* fix typo
 2024-08-09 02:59:24 -04:00
comfyanonymous 413322645e Raw torch is faster than einops? 2024-08-08 22:09:29 -04:00
comfyanonymous 11200de970 Cleaner code. 2024-08-08 20:07:09 -04:00
comfyanonymous 8115d8cce9 Add Flux fp16 support hack. 2024-08-07 15:08:39 -04:00
a-One-Fan a178e25912
Fix Flux FP64 math on XPU (#4210) 2024-08-05 01:26:20 -04:00
comfyanonymous 3b71f84b50 ONNX tracing fixes. 2024-08-04 15:45:43 -04:00
comfyanonymous e638f2858a Hack to make all resolutions work on Flux models. 2024-08-01 21:39:18 -04:00
comfyanonymous 48eb1399c0 Try to fix mac issue. 2024-08-01 13:41:27 -04:00
comfyanonymous f2b80f95d2 Better Mac support on flux model. 2024-08-01 13:10:50 -04:00
comfyanonymous 8d34211a7a Fix old python versions no longer working. 2024-08-01 09:57:20 -04:00
comfyanonymous 1589b58d3e Basic Flux Schnell and Flux Dev model implementation. 2024-08-01 09:49:29 -04:00
comfyanonymous b85216a3c0 Lower T5 memory usage by a few hundred MB. 2024-07-31 00:52:34 -04:00
comfyanonymous 25853d0be8 Use common function for casting weights to input. 2024-07-30 10:49:14 -04:00
comfyanonymous 79040635da Remove unnecessary code. 2024-07-30 05:01:34 -04:00
comfyanonymous 66d35c07ce Improve artifacts on hydit, auraflow and SD3 on specific resolutions. 
This breaks seeds for resolutions that are not a multiple of 16 in pixel
resolution by using circular padding instead of reflection padding but
should lower the amount of artifacts when doing img2img at those
resolutions.
 2024-07-29 20:48:50 -04:00
comfyanonymous 8328a2d8cd Let hunyuan dit work with all prompt lengths. 2024-07-26 12:11:32 -04:00
comfyanonymous afe732bef9 Hunyuan dit can now accept longer prompts. 2024-07-26 11:52:58 -04:00
comfyanonymous a5f4292f9f
Basic hunyuan dit implementation. (#4102) 
* Let tokenizers return weights to be stored in the saved checkpoint.

* Basic hunyuan dit implementation.

* Fix some resolutions not working.

* Support hydit checkpoint save.

* Init with right dtype.

* Switch to optimized attention in pooler.

* Fix black images on hunyuan dit.
 2024-07-25 18:21:08 -04:00
comfyanonymous 10b43ceea5 Remove duplicate code. 2024-07-24 01:12:59 -04:00
comfyanonymous 9f291d75b3 AuraFlow model implementation. 2024-07-11 16:52:26 -04:00
comfyanonymous f8f7568d03 Basic SD3 controlnet implementation. 
Still missing the node to properly use it.
 2024-06-27 18:43:11 -04:00
comfyanonymous 66aaa14001 Controlnet refactor. 2024-06-27 18:43:11 -04:00
comfyanonymous 8ddc151a4c Squash depreciation warning on new pytorch. 2024-06-16 13:06:23 -04:00
comfyanonymous bb1969cab7 Initial support for the stable audio open model. 2024-06-15 12:14:56 -04:00
comfyanonymous 1281f933c1 Small optimization. 2024-06-15 02:44:38 -04:00
comfyanonymous 605e64f6d3 Fix lowvram issue. 2024-06-12 10:39:33 -04:00
Dango233 73ce178021
Remove redundancy in mmdit.py (#3685) 2024-06-11 06:30:25 -04:00
comfyanonymous 8c4a9befa7 SD3 Support. 2024-06-10 14:06:23 -04:00
comfyanonymous 0920e0e5fe Remove some unused imports. 2024-05-27 19:08:27 -04:00
comfyanonymous 8508df2569 Work around black image bug on Mac 14.5 by forcing attention upcasting. 2024-05-21 16:56:33 -04:00
comfyanonymous 83d969e397 Disable xformers when tracing model. 2024-05-21 13:55:49 -04:00
comfyanonymous 1900e5119f Fix potential issue. 2024-05-20 08:19:54 -04:00
comfyanonymous 0bdc2b15c7 Cleanup. 2024-05-18 10:11:44 -04:00
comfyanonymous 98f828fad9 Remove unnecessary code. 2024-05-18 09:36:44 -04:00
comfyanonymous 46daf0a9a7 Add debug options to force on and off attention upcasting. 2024-05-16 04:09:41 -04:00
comfyanonymous ec6f16adb6 Fix SAG. 2024-05-14 18:02:27 -04:00
comfyanonymous bb4940d837 Only enable attention upcasting on models that actually need it. 2024-05-14 17:00:50 -04:00
comfyanonymous b0ab31d06c Refactor attention upcasting code part 1. 2024-05-14 12:47:31 -04:00