Alexis Rolland
e06033fb97
Merge branch 'master' into seedvr2-native-support-v5
2026-07-03 12:36:42 +08:00
comfyanonymous
6d72960989
Fix ruff.
2026-07-02 23:04:52 -04:00
comfyanonymous
c7b2c3b569
Refactors and cleanups.
2026-07-02 22:59:38 -04:00
comfyanonymous
77d42ed7e9
Remove SeedVR2ProgressiveSampler.
2026-07-01 22:19:37 -04:00
comfyanonymous
f437d87155
Cleanups using AGENTS.md
2026-07-01 22:17:51 -04:00
John Pollock
e595965392
Remove SeedVR2 VAE memory convolution workaround
2026-07-01 15:27:21 -05:00
Jukka Seppänen
2a61015582
feat: Support Krea2 ( #14589 )
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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
John Pollock
ad04a6199e
Merge branch 'master' into seedvr2-native-support-v5
2026-06-18 09:58:04 -05:00
Jukka Seppänen
e25c391888
feat: Support Boogu-Image (CORE-308) ( #14523 )
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2026-06-17 14:22:36 -07:00
Jukka Seppänen
a590d60bb1
feat: SCAIL-2 multireference (CORE-310) ( #14509 )
...
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* SCAIl-2: support multiref
2026-06-17 16:21:23 +03:00
comfyanonymous
7277d99d3a
Use comfy kitchen apply rope in omnigen2 model. ( #14442 )
2026-06-13 09:38:39 +08:00
John Pollock
d54ce3d781
Add SeedVR2 workflow nodes
2026-06-12 11:19:35 -05:00
John Pollock
a7ea0c2773
Add SeedVR2 VAE support
2026-06-12 11:19:34 -05:00
John Pollock
cd18c4460a
Add SeedVR2 model support
2026-06-12 11:19:26 -05:00
comfyanonymous
02656ea0bb
Fix potential dtype issue with ideogram 4. ( #14436 )
2026-06-12 07:51:12 -07:00
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 )
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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 )
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2026-06-09 11:55:49 +08:00
comfyanonymous
00b633f368
Revert "Add SeedVR2 support (CORE-6) ( #14110 )" ( #14359 )
...
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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 )
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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 )
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2026-05-29 22:47:10 -07:00
comfyanonymous
6e1ef2311b
Remove useless code. ( #14178 )
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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 )
...
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* 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
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 )
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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 )
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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
Jukka Seppänen
3200f28e3a
Support Wan-Dancer ( #13813 )
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* initial WanDancer support
* nodes_wandancer: Add list form of chunker.
Create an alternate list form of the node so the chunk gens can be
trivially looped by the comfy executor.
* Closer match to original soxr resampling
* Remove librosa node
* Cleanup
---------
Co-authored-by: Rattus <rattus128@gmail.com>
2026-05-09 14:02:56 -07:00
omahs
bac6fc35fb
Fix typos ( #10986 )
2026-05-08 17:14:45 +08:00
Jukka Seppänen
8dc3f3f209
Improve SAM3 large input handling ( #13767 )
2026-05-07 17:18:28 -07:00
Talmaj
fed8d5efa6
feat: Auto-regressive video generation (CORE-25) ( #13082 )
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2026-05-04 21:01:22 -07:00
Jukka Seppänen
be95871adc
feat: Gemma4 text generation support (CORE-30) ( #13376 )
...
* initial gemma4 support
* parity with reference implementation
outputs can 100% match transformers with same sdpa flags, checkpoint this and then optimize
* Cleanup, video fixes
* cleanup, enable fused rms norm by default
* update comment
* Cleanup
* Update sd.py
* Various fixes
* Add fp8 scaled embedding support
* small fixes
* Translate think tokens
* Fix image encoder attention mask type
So it works with basic attention
* Handle thinking tokens different only for Gemma4
* Code cleanup
* Update nodes_textgen.py
* Use embed scale class instead of buffer
Slight difference to HF, but technically more accurate and simpler code
* Default to fused rms_norm
* Update gemma4.py
2026-05-02 22:46:15 -04:00
