Commit Graph

605 Commits

Author SHA1 Message Date
kijai eec0692bcb Cleanup model code 2026-07-01 00:25:01 +03:00
kijai 3aae4bf741 Optimize NAF memory use 2026-06-30 21:47:43 +03:00
kijai 1f7acd9354 Optimize VAE 2026-06-27 00:06:19 +03:00
kijai a227b5529c Remove preview 2026-06-27 00:06:03 +03:00
kijai 288f3cf134 Cleanup 2026-06-27 00:05:45 +03:00
kijai 7bd1fa6e78 Merge remote-tracking branch 'origin/master' into pixal3d 2026-06-26 16:38:24 +03:00
Jukka Seppänen 2a61015582
feat: Support Krea2 (#14589) 2026-06-22 14:35:00 -07:00
comfyanonymous e00b55631a
Small anima optimization. (#14557) 2026-06-20 08:05:28 +08:00
Barish Ozbay cd77c551d6
feat: Context Windows sampling with LTX2 models and IC-LoRa guides (CORE-3) (#13325) 2026-06-20 07:47:31 +08:00
Jukka Seppänen e25c391888
feat: Support Boogu-Image (CORE-308) (#14523) 2026-06-17 14:22:36 -07:00
Jukka Seppänen a590d60bb1
feat: SCAIL-2 multireference (CORE-310) (#14509)
* SCAIl-2: support multiref
2026-06-17 16:21:23 +03:00
kijai 805e7d5ae3 Fix TRELLIS2 texture sampling preview orientation 2026-06-17 02:27:44 +03:00
kijai 72ff035fe0 Merge remote-tracking branch 'origin/master' into pixal3d 2026-06-16 11:49:36 +03:00
comfyanonymous 7277d99d3a
Use comfy kitchen apply rope in omnigen2 model. (#14442) 2026-06-13 09:38:39 +08:00
comfyanonymous 02656ea0bb
Fix potential dtype issue with ideogram 4. (#14436) 2026-06-12 07:51:12 -07:00
kijai 3af63b8961 Merge remote-tracking branch 'origin/master' into pixal3d
# Conflicts:
#	comfy/clip_vision.py
#	comfy/image_encoders/dino3.py
#	comfy/supported_models.py
#	comfy_extras/nodes_save_3d.py
2026-06-10 10:37:19 +03:00
kijai a4c8b5064b preview 2026-06-10 10:29:53 +03:00
Talmaj 5ece24e73c
Depth anything 3 (Core-135) (#13853)
Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
2026-06-10 09:28:24 +08:00
Jukka Seppänen f8e51b674c
feat: Add Bernini-R model support (Wan video) (CORE-279) (#14216) 2026-06-10 07:47:34 +08:00
Jukka Seppänen 184009c2f6
feat: Add model support for SCAIL-2 (#14373)
* initial SCAIL2 support
2026-06-09 18:24:09 +03:00
Alexis Rolland f89999289a
fix: Add back apply_rotary_emb for Qwen Image (#14364) 2026-06-09 11:55:49 +08:00
comfyanonymous 00b633f368
Revert "Add SeedVR2 support (CORE-6) (#14110)" (#14359)
This reverts commit 7863cf0e53.
2026-06-08 18:00:20 -04:00
John Pollock 7863cf0e53
Add SeedVR2 support (CORE-6) (#14110) 2026-06-08 18:15:05 +08:00
comfyanonymous 514bb8ba21
Fix ideogram if model dtype gets set to fp8. (#14291) 2026-06-04 19:20:22 -07:00
Jukka Seppänen 24f9a020ce
Support Ideogram4 (#14259) 2026-06-03 08:41:44 -07:00
comfyanonymous d4c7ebff9c
Remove old useless no comfy kitchen fallback. (#14245)
* Remove old fallback used when no comfy kitchen.

* Remove unused logging import
2026-06-02 17:52:41 -07:00
person4268 c96fcddb81
Radiance: support variant with nonzero txt_ids (#14206) 2026-06-01 22:07:48 -07:00
Jukka Seppänen 462c27fdb2
feat: Add TripoSplat support (#14210) 2026-06-01 07:01:50 -07:00
comfyanonymous 81aa5a38b2
Speed up ernie model by a bit on nvidia and use higher quality rope. (#14192) 2026-05-30 17:53:37 -07:00
comfyanonymous 0b04660ba3
Speed up anima a bit on nvidia. (#14181) 2026-05-29 22:47:10 -07:00
comfyanonymous 6e1ef2311b
Remove useless code. (#14178) 2026-05-29 16:26:46 -07:00
comfyanonymous 85a403d1ea
Disable sage attention in stable audio dit and VAE. (#14148) 2026-05-27 20:35:03 -04:00
Jukka Seppänen 987a937658
Support context window for PiD and fix lq_latent rounding (#14136) 2026-05-27 12:08:06 -07:00
Jukka Seppänen 28f4ef277c
feat: Support NVIDIA PixelDiT and PiD (CORE-201) (#14103) 2026-05-26 17:50:14 -07:00
Jukka Seppänen f9f54cae42
Lens: some cleanup (#14112)
* Lens: remove redundant memory optimization
2026-05-26 10:32:53 +03:00
Jukka Seppänen 41812fa0ac
feat: Microsoft Lens support (CORE-248) (#14077) 2026-05-25 23:01:51 -07:00
Ivan Zorin 57414dadfe
fix: cross-attention AdaLN scale, shift, sigma parameters calculation (#14097) 2026-05-25 20:07:09 -07:00
comfyanonymous da49b7d0b6
Remove useless annotations imports. (#14105) 2026-05-25 19:23:29 -07:00
Jedrzej Kosinski 0a2dd86e78
MultiGPU Work Units For Accelerated Sampling (CORE-184) (#7063) 2026-05-25 18:26:40 -07:00
comfyanonymous 08d809d128
Fix --use-flash-attention ignored when xformers installed. (#14083) 2026-05-23 17:44:28 -07:00
kijai 3edbf7c4a7 Cleanup VAE 2026-05-23 02:43:08 +03:00
kijai 4585a731c1 Refactor attention, optimize and heavily cleanup model code and cond paths 2026-05-22 19:55:15 +03:00
kijai aa36f7c2d0 Reduce VAE memory use 2026-05-22 19:49:59 +03:00
kijai 9e4794da5c initial Pixal3D support 2026-05-22 01:50:48 +03:00
Yousef R. Gamaleldin 7c685bc9c3 Add Trellis 2 Support (CORE-7) (#12183) 2026-05-21 22:01:38 +08:00
comfyanonymous f9c84c94b4
Support Stable Audio 3 model. (#14010) 2026-05-20 11:34:22 -04:00
Cezarijus Kivylius 78b5dec6b6
fix: Hunyuan3D 2.1 batch size crashes in attention and forward pass (#13699) 2026-05-20 19:58:49 +08:00
Jukka Seppänen 33ce449c8b
Reduce LTX2.3 peak VRAM when guide_mask is in use (CORE-166) (#13735)
- Reduce peak VRAM by handling self_attn_mask more efficiently
- Fallback to SDPA when self_attention_mask is used
2026-05-16 00:02:27 +03:00
Jukka Seppänen 77e2ed5e01
feat: Support MoGe (CORE-168) (#13878) 2026-05-15 10:34:56 +08:00
Jukka Seppänen 8e53f001a4
feat: Support HiDream-O1-Image (CORE-187) (#13817)
* Initial HiDream01-image support

* Cleanup nodes

* Cleaner handling of empty placeholder models

* Remove snap_to_predefined, prefer tooltip for the trained resolutions

* Add model and block wrappers

* Fix shift tooltip

* Add node to work around the patch tile issue

Experimental, runs multiple passes with the patch grid offset and blends with various different methods.

* Qwen35 vision rotary_pos_emb cast fix

* Fix embedding layout type

* Some small optimizations

* Cleanup, don't need this fallback

* Prefix KV cache, cleanup

Bit of speed, reduce redundant code

* Get rid of redundant custom sampler, refactor noise scaling

Our existing lcm sampler is mathematically same, just added the missing options to it instead and a node to control them. Refactored the noise scaling and fix it for the stochastic samplers, add a generic node to control the initial noise scale.

* Update nodes_hidream_o1.py

* Fix some cache validation cases

* Keep existing sampling params

* Remove redundant video vision path

* Replace some numpy ops with torch

* Fx RoPE index for batch size > 1

* Prefer torch preprocessing

* Rename block_type to be compatible with existing patch nodes

* Fixes and tweaks
2026-05-11 20:35:53 -07:00