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Author SHA1 Message Date
comfyanonymousandGitHub d062becb33 Make EmptyLatentImage follow intermediate dtype. (#12974) 2026-03-15 15:37:27 -04:00
comfyanonymousandGitHub 4941cd046e Update comfyui-frontend-package to version 1.41.20 (#12954) 2026-03-14 19:53:31 -04:00
comfyanonymousandGitHub c711b8f437 Add --fp16-intermediates to use fp16 for intermediate values between nodes (#12953) 
This is an experimental WIP option that might not work in your workflow but
should lower memory usage if it does.

Currently only the VAE and the load image node will output in fp16 when
this option is turned on.
 2026-03-14 19:18:19 -04:00
comfyanonymousandGitHub 16cd8d8a8f Update README. (#12931) 2026-03-13 22:33:28 -04:00
comfyanonymousandGitHub d1d53c14be Revert "feat: Add CacheProvider API for external distributed caching (#12056)" (#12912) 
This reverts commit af7b4a921d.
 2026-03-12 20:21:23 -04:00
comfyanonymousandGitHub 47e1e316c5 Lower kv cache memory usage. (#12909) 2026-03-12 16:54:38 -04:00
comfyanonymousandGitHub 44f1246c89 Support flux 2 klein kv cache model: Use the FluxKVCache node. (#12905) 2026-03-12 11:30:50 -04:00
comfyanonymousandGitHub 8f9ea49571 Bump comfy-kitchen version to 0.2.8 (#12895) 2026-03-12 00:17:31 -04:00
comfyanonymousandGitHub f6274c06b4 Fix issue with batch_size > 1 on some models. (#12892) 2026-03-11 16:37:31 -04:00
comfyanonymousandGitHub 9642e4407b Add pre attention and post input patches to qwen image model. (#12879) 2026-03-11 00:09:35 -04:00
comfyanonymousandGitHub 3ad36d6be6 Allow model patches to have a cleanup function. (#12878) 
The function gets called after sampling is finished.
 2026-03-10 20:09:12 -04:00
comfyanonymousandGitHub c4fb0271cd Add a way for nodes to add pre attn patches to flux model. (#12861) 2026-03-09 23:37:58 -04:00
comfyanonymousandGitHub e4b0bb8305 Import assets seeder later, print some package versions. (#12841) 2026-03-08 16:25:30 -04:00
comfyanonymousandGitHub afc00f0055 Fix requirements version. (#12817) 2026-03-06 20:10:53 -05:00
comfyanonymousandGitHub d69d30819b Don't run TE on cpu when dynamic vram enabled. (#12815) 2026-03-06 19:11:16 -05:00
comfyanonymousandGitHub 17b43c2b87 LTX audio vae novram fixes. (#12796) 2026-03-05 16:31:28 -05:00
comfyanonymousandGitHub 1c3b651c0a Refactor. (#12794) 2026-03-05 13:35:56 -05:00
comfyanonymousandGitHub 4941671b5a Fix cuda getting initialized in cpu mode. (#12779) 2026-03-05 02:39:51 -05:00
comfyanonymousandGitHub f2ee7f2d36 Fix cublas ops on dynamic vram. (#12776) 2026-03-05 01:21:55 -05:00
comfyanonymousandGitHub 43c64b6308 Support the LTXAV 2.3 model. (#12773) 2026-03-04 20:06:20 -05:00
comfyanonymousandGitHub ac4a943ff3 Initial load device should be cpu when using dynamic vram. (#12766) 2026-03-04 16:33:14 -05:00
comfyanonymousandGitHub f719a9d928 Adjust memory usage factor of zeta model. (#12746) 2026-03-03 17:35:22 -05:00
comfyanonymousandGitHub 57dd6c1aad Support loading zeta chroma weights properly. (#12734) 2026-03-02 18:54:18 -05:00
comfyanonymousandGitHub 602f6bd82c Make --disable-smart-memory disable dynamic vram. (#12722) 2026-03-01 15:28:39 -05:00
comfyanonymousandGitHub 1080bd442a Disable dynamic vram on wsl. (#12706) 2026-02-28 22:23:28 -05:00
comfyanonymousandGitHub 17106cb124 Move parsing of requirements logic to function. (#12701) 2026-02-28 22:21:32 -05:00
comfyanonymousandGitHub 9d0e114ee3 PyOpenGL-accelerate is not necessary. (#12692) 2026-02-27 23:34:58 -05:00
comfyanonymousandGitHub 94f1a1cc9d Limit overlap in image tile and combine nodes to prevent issues. (#12688) 2026-02-27 20:16:24 -05:00
comfyanonymousandGitHub 3811780e4f Portable with cu128 isn't useful anymore. (#12666) 
Users should either use the cu126 one or the regular one (cu130 at the moment)

The cu128 portable is still included in the latest github release but I will stop including it as soon as it becomes slightly annoying to deal with. This might happen as soon as next week.
 2026-02-26 17:12:29 -05:00
comfyanonymousandGitHub 8a4d85c708 Cleanups to the last PR. (#12646) 2026-02-26 01:30:31 -05:00
comfyanonymousandGitHub 7253531670 Fix ltxav te mem estimation. (#12643) 2026-02-25 23:13:47 -05:00
comfyanonymousandGitHub e14b04478c Fix LTXAV text enc min length. (#12640) 
Should have been 1024 instead of 512
 2026-02-25 22:36:02 -05:00
comfyanonymousandGitHub 599f9c5010 Don't crash right away if op is uninitialized. (#12615) 2026-02-24 12:28:25 -05:00
comfyanonymousandGitHub 84aba95e03 Temporality unbreak some LTXAV workflows to give people time to migrate. (#12605) 2026-02-24 00:50:03 -05:00
comfyanonymousandGitHub 9b1c63eb69 Add SplitImageToTileList and ImageMergeTileList nodes. (#12599) 
With these you can split an image into tiles, do operations and then combine it back to a single image.
 2026-02-23 21:01:17 -05:00
comfyanonymousandGitHub caa43d2395 Fix issue loading fp8 ltxav checkpoints. (#12582) 2026-02-22 16:00:02 -05:00
comfyanonymousandGitHub 07ca6852e8 Fix dtype issue in embeddings connector. (#12570) 2026-02-22 03:18:20 -05:00
comfyanonymousandGitHub f266b8d352 Move LTXAV av embedding connectors to diffusion model. (#12569) 2026-02-21 22:29:58 -05:00
comfyanonymousandGitHub 64953bda0a Update nightly installation command for ROCm (#12547) 2026-02-20 21:32:05 -05:00
comfyanonymousandGitHub 5f2117528a Force min length 1 when tokenizing for text generation. (#12538) 2026-02-19 22:57:44 -05:00
comfyanonymousandGitHub 0301ccf745 Small cleanup and try to get qwen 3 work with the text gen. (#12537) 2026-02-19 22:42:28 -05:00
comfyanonymousandGitHub f262444dd4 Add simple 3 band equalizer node for audio. (#12519) 2026-02-18 18:36:35 -05:00
comfyanonymousandGitHub c39653163d Fix anima preprocess text embeds not using right inference dtype. (#12501) 2026-02-17 00:29:20 -05:00
comfyanonymousandGitHub 18927538a1 Implement NAG on all the models based on the Flux code. (#12500) 
Use the Normalized Attention Guidance node.

Flux, Flux2, Klein, Chroma, Chroma radiance, Hunyuan Video, etc..
 2026-02-16 23:30:34 -05:00
comfyanonymousandGitHub 4454fab7f0 Remove code to support RMSNorm on old pytorch. (#12499) 2026-02-16 20:09:24 -05:00
comfyanonymousandGitHub 88e6370527 Remove workaround for old pytorch. (#12480) 2026-02-15 20:43:53 -05:00
comfyanonymousandGitHub e1ede29d82 Remove unsafe pickle loading code that was used on pytorch older than 2.4 (#12473) 
ComfyUI hasn't started on pytorch 2.4 since last month.
 2026-02-14 22:53:52 -05:00
comfyanonymousandGitHub 712efb466b Add left padding to LTXAV text encoder. (#12456) 2026-02-13 21:56:54 -05:00
comfyanonymousandGitHub 726af73867 Fix some custom nodes. (#12455) 2026-02-13 20:21:10 -05:00
comfyanonymousandGitHub 831351a29e Support generating attention masks for left padded text encoders. (#12454) 2026-02-13 20:15:23 -05:00
comfyanonymousandGitHub e1add563f9 Use torch RMSNorm for flux models and refactor hunyuan video code. (#12432) 2026-02-13 15:35:13 -05:00
comfyanonymousandGitHub e03fe8b591 Update command to install AMD stable linux pytorch. (#12437) 2026-02-12 23:29:12 -05:00
comfyanonymousandGitHub 66c18522fb Add a tip for common error. (#12414) 2026-02-11 22:12:16 -05:00
comfyanonymousandGitHub 76a7fa96db Make built in lora training work on anima. (#12402) 2026-02-10 22:04:32 -05:00
comfyanonymousandGitHub a4be04c5d7 Ace step prompts match now. (#12376) 2026-02-09 19:45:56 -05:00
comfyanonymousandGitHub a0302cc6a8 Make tonemap latent work on any dim latents. (#12363) 2026-02-08 21:16:40 -05:00
comfyanonymousandGitHub f350a84261 Disable prompt weights for ltxv2. (#12354) 2026-02-07 19:16:28 -05:00
comfyanonymousandGitHub 17e7df43d1 Pad ace step 1.5 ref audio if not long enough. (#12341) 2026-02-07 00:02:11 -05:00
comfyanonymousandGitHub 039955c527 Some fixes to previous pr. (#12339) 2026-02-06 20:14:52 -05:00
comfyanonymousandGitHub 204e65b8dc Fix bug with last pr (#12338) 2026-02-06 19:48:20 -05:00
comfyanonymousandGitHub eba6c940fd Make ace step 1.5 base model work properly with default workflow. (#12337) 2026-02-06 19:14:56 -05:00
comfyanonymousandGitHub c2d7f07dbf Fix issue when using disable_unet_model_creation (#12315) 2026-02-05 19:24:09 -05:00
comfyanonymousandGitHub 458292fef0 Fix some lowvram stuff with ace step 1.5 (#12312) 2026-02-05 19:15:04 -05:00
comfyanonymousandGitHub 6555dc65b8 Make ace step 1.5 work without the llm. (#12311) 2026-02-05 16:43:45 -05:00
comfyanonymousandGitHub 35183543e0 Add VAE tiled decode node for audio. (#12299) 2026-02-05 01:12:04 -05:00
comfyanonymousandGitHub a50c32d63f Disable sage attention on ace step 1.5 (#12297) 2026-02-04 22:15:30 -05:00
comfyanonymousandGitHub 6125b80979 Add llm sampling options and make reference audio work on ace step 1.5 (#12295) 2026-02-04 21:29:22 -05:00
comfyanonymousandGitHub c8fcbd66ee Try to fix ace text encoder slowness on some configs. (#12290) 2026-02-04 19:37:05 -05:00
comfyanonymousandGitHub 26dd7eb421 Fix ace step nan issue on some hardware/pytorch configs. (#12289) 2026-02-04 18:25:06 -05:00
comfyanonymousandGitHub a31681564d Fix crash with ace step 1.5 (#12264) 2026-02-04 00:03:21 -05:00
comfyanonymousandGitHub fe2511468d Support the 4B ace step 1.5 lm model. (#12257) 
Can be used as an alternative to the 1.7B
 2026-02-03 19:01:38 -05:00
comfyanonymousandGitHub b8315e66cb Fix tiled vae for ace step 1.5 (#12253) 2026-02-03 14:40:45 -05:00
comfyanonymousandGitHub ab1050bec3 Support ace step 1.5 base model loras. (#12252) 2026-02-03 13:54:23 -05:00
comfyanonymousandGitHub 85fc35e8fa Fix mac issue. (#12250) 2026-02-03 12:19:39 -05:00
comfyanonymousGitHubRattus
 		223364743c llama: cast logits as a comfy-weight (#12248) 
This is using a different layers weight with .to(). Change it to use
the ops caster if the original layer is a comfy weight so that it picks
up dynamic_vram and async_offload functionality in full.

Co-authored-by: Rattus <rattus128@gmail.com>
 2026-02-03 11:31:36 -05:00
comfyanonymousandGitHub affe881354 Fix some issues with mac. (#12247) 2026-02-03 11:07:04 -05:00
comfyanonymousandGitHub f5030e26fd Add progress bar to ace step. (#12242) 2026-02-03 04:09:30 -05:00
comfyanonymousandGitHub 3c1a1a2df8 Basic support for the ace step 1.5 model. (#12237) 2026-02-03 00:06:18 -05:00
comfyanonymousandGitHub c05a08ae66 Add back function. (#12234) 2026-02-02 19:52:07 -05:00
comfyanonymousandGitHub dd86b15521 Enable embeddings for some qwen 3 models. (#12218) 2026-02-02 03:51:09 -05:00
comfyanonymousandGitHub 021ba20719 Fix issue with parameters on root model object. (#12216) 2026-02-01 20:12:52 -05:00
comfyanonymousandGitHub 667a1b8878 Fix some custom nodes breaking. (#12203) 2026-02-01 01:55:18 -05:00
comfyanonymousandGitHub 873de5f37a KV cache implementation for using llama models for text generation. (#12195) 2026-01-31 21:11:11 -05:00
comfyanonymousandGitHub b8f848bfe3 Fix model not working with any res. (#12186) 2026-01-31 00:12:48 -05:00
comfyanonymousandGitHub 4064062e7d Update python patch version in dep workflow. (#12184) 2026-01-30 20:20:06 -05:00
comfyanonymousandGitHub bbe2c13a70 Make empty hunyuan latent 1.0 work with the 1.5 model. (#12171) 2026-01-29 23:52:22 -05:00
comfyanonymousandGitHub c9b633d84f Add missing spacial downscale ratios. (#12146) 2026-01-28 20:52:51 -05:00
comfyanonymousandGitHub 4f5bd39b1c Update Python 3.14 compatibility notes in README (#12127) 2026-01-27 19:58:48 -05:00
comfyanonymousandGitHub 2db3b0ff90 Update amd portable for rocm 7.2 (#12101) 
* Update amd portable for rocm 7.2

* Update Python patch version in release workflow
 2026-01-26 19:49:31 -05:00
comfyanonymousandGitHub 2129e7d278 Fix mistral 3 tokenizer code failing on latest transformers version and other breakage. (#12095) 
* Fix mistral 3 tokenizer code failing on latest transformers version.

* Add requests to the requirements
 2026-01-26 11:39:00 -05:00
comfyanonymousandGitHub 7ee77ff038 Add name to LoraLoaderModelOnly. (#12078) 2026-01-25 21:01:55 -05:00
comfyanonymousandGitHub 26c5bbb875 Move nodes from previous PR into their own file. (#12066) 2026-01-24 23:02:32 -05:00
comfyanonymousandGitHub 635406e283 Only enable fp16 on z image models that actually support it. (#12065) 2026-01-24 22:32:28 -05:00
comfyanonymousandGitHub aef4e13588 Make empty latent node work with other models. (#12062) 2026-01-24 19:23:20 -05:00
comfyanonymousandGitHub 9cf299a9f9 Make regular empty latent node work properly on flux 2 variants. (#12050) 2026-01-23 19:50:48 -05:00
comfyanonymousandGitHub f443b9f2ca Revert "feat: Improve ResizeImageMaskNode UX with tooltips and search aliases…" (#12038) 
This reverts commit 4e3038114a.
 2026-01-22 23:02:37 -05:00
comfyanonymousandGitHub 09a2e67151 Support loading flux 2 klein checkpoints saved with SaveCheckpoint. (#12033) 2026-01-22 18:20:48 -05:00
comfyanonymousandGitHub abe2ec26a6 Support the Anima model. (#12012) 2026-01-21 19:44:28 -05:00
comfyanonymousandGitHub e755268e7b Config for Qwen 3 0.6B model. (#11998) 2026-01-20 23:08:31 -05:00
comfyanonymousandGitHub 8ccc0c94fa Make omni stuff work on regular z image for easier testing. (#11985) 2026-01-20 00:32:00 -05:00