azazeal04
504cfbcb20
Merge 4135931194 into 439bd807f8
2026-07-06 23:35:42 +02:00
comfyanonymous
439bd807f8
Skip unloading dynamic model patchers in current workflow. ( #14799 )
2026-07-06 14:35:12 -07:00
azazeal04
36e41a3351
Merge branch 'master' into master
2026-06-25 16:32:02 +02:00
Jukka Seppänen
2a61015582
feat: Support Krea2 ( #14589 )
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2026-06-22 14:35:00 -07:00
azazeal04
85f69416f2
Merge branch 'Comfy-Org:master' into master
2026-06-19 15:29:00 +02:00
Jukka Seppänen
e25c391888
feat: Support Boogu-Image (CORE-308) ( #14523 )
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2026-06-17 14:22:36 -07:00
Jukka Seppänen
ca3dbe206c
Allow using Qwen3-VL as flux2 klein text encoder (again) ( #14526 )
2026-06-17 08:45:06 -07:00
Jukka Seppänen
fc964047e7
feat: Support text generation with Qwen3-VL (CORE-276) ( #14298 )
2026-06-17 08:12:44 +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
azazeal04
674c12a72c
Merge branch 'Comfy-Org:master' into master
2026-06-05 12:57:52 +02:00
Jukka Seppänen
24f9a020ce
Support Ideogram4 ( #14259 )
2026-06-03 08:41:44 -07:00
azazeal04
54e1802b0e
Merge branch 'Comfy-Org:master' into master
2026-06-02 16:14:22 +02:00
Jukka Seppänen
462c27fdb2
feat: Add TripoSplat support ( #14210 )
2026-06-01 07:01:50 -07:00
azazeal04
2d5bee4b4c
Merge branch 'master' into master
2026-05-28 12:46:42 +02:00
Jukka Seppänen
28f4ef277c
feat: Support NVIDIA PixelDiT and PiD (CORE-201) ( #14103 )
2026-05-26 17:50:14 -07:00
Jukka Seppänen
41812fa0ac
feat: Microsoft Lens support (CORE-248) ( #14077 )
2026-05-25 23:01:51 -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
azazeal04
1bda7ac5c7
Merge branch 'Comfy-Org:master' into master
2026-05-21 15:36:52 +02:00
comfyanonymous
f9c84c94b4
Support Stable Audio 3 model. ( #14010 )
2026-05-20 11:34:22 -04:00
azazeal04
da681f00bf
Add optional lora_metadata parameter to load_lora_for_models
2026-05-19 12:19:15 +02:00
azazeal04
70f86cacf8
Merge branch 'Comfy-Org:master' into master
2026-05-19 12:01:33 +02:00
rattus
16f862f02a
implement dynamic clip saving ( #13959 )
...
Fix clip saving by doing the same patching process and diffusion
models.
2026-05-18 11:46:40 -07:00
azazeal04
66e721b1bc
Merge branch 'master' into master
2026-05-17 12:01:45 +02:00
drozbay
d3607a8e6d
feat: Add downscaled IC-LoRA support to LTXVAddGuide (CORE-102) ( #13896 )
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2026-05-16 15:02:57 +08:00
azazeal04
bb1bd52c92
Merge branch 'Comfy-Org:master' into master
2026-05-12 11:45:43 +02:00
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
azazeal04
512e7767e8
Merge branch 'Comfy-Org:master' into master
2026-05-06 15:16:22 +02:00
Talmaj
78b3096bf3
Void model - pass 1 & 2 (CORE-38) ( #13403 )
2026-05-05 19:59:04 -07:00
azazeal04
3e499174dc
Merge branch 'Comfy-Org:master' into master
2026-05-04 21:56:22 +02:00
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
azazeal04
4c654d1d50
Merge branch 'master' into master
2026-05-01 12:27:56 +02:00
blepping
a164c82913
Add high quality preview support for Flux2 latents ( #13496 )
2026-04-29 19:37:30 -04:00
Talmaj
5eeae3f1d8
Cogvideox ( #13402 )
...
---------
Co-authored-by: kijai <40791699+kijai@users.noreply.github.com>
Co-authored-by: Talmaj Marinc <talmaj@comfy.org>
2026-04-29 19:30:08 -04:00
azazeal04
801243b73c
Merge branch 'master' into master
2026-04-25 13:14:31 +02:00
Jukka Seppänen
eb22225387
Support standalone LTXV audio VAEs ( #13499 )
2026-04-21 10:46:37 -07:00
comfyanonymous
ad94d47221
Make the ltx audio vae more native. ( #13486 )
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2026-04-21 11:02:42 -04:00
azazeal04
c232e313f8
Merge branch 'master' into master
2026-04-21 07:41:31 +02:00
comfyanonymous
31283d2892
Implement Ernie Image model. ( #13369 )
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2026-04-11 22:29:31 -04:00
huemin
b615af1c65
Add support for small flux.2 decoder ( #13314 )
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2026-04-07 03:44:18 -04:00
azazeal04
dc413071ff
Add functions to check and extract TwinFlow-Z-Image config
2026-04-04 15:59:50 +02:00
comfyanonymous
e2ddf28d78
Fix some fp8 scaled checkpoints no longer working. ( #13239 )
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2026-03-31 14:27:17 -07:00
comfyanonymous
3f77450ef1
Fix #13214 ( #13216 )
2026-03-28 22:35:59 -04:00
rattus
b353a7c863
Integrate RAM cache with model RAM management ( #13173 )
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2026-03-27 21:34:16 -04:00
Jukka Seppänen
404d7b9978
feat: Support Qwen3.5 text generation models ( #12771 )
2026-03-25 22:48:28 -04:00
rattus
82b868a45a
Fix VRAM leak in tiler fallback in video VAEs ( #13073 )
...
* sd: soft_empty_cache on tiler fallback
This doesnt cost a lot and creates the expected VRAM reduction in
resource monitors when you fallback to tiler.
* wan: vae: Don't recursion in local fns (move run_up)
Moved Decoder3d’s recursive run_up out of forward into a class
method to avoid nested closure self-reference cycles. This avoids
cyclic garbage that delays garbage of tensors which in turn delays
VRAM release before tiled fallback.
* ltx: vae: Don't recursion in local fns (move run_up)
Mov the recursive run_up out of forward into a class
method to avoid nested closure self-reference cycles. This avoids
cyclic garbage that delays garbage of tensors which in turn delays
VRAM release before tiled fallback.
2026-03-19 22:30:27 -04:00
rattus
fabed694a2
ltx: vae: implement chunked encoder + CPU IO chunking (Big VRAM reductions) ( #13062 )
...
* ltx: vae: add cache state to downsample block
* ltx: vae: Add time stride awareness to causal_conv_3d
* ltx: vae: Automate truncation for encoder
Other VAEs just truncate without error. Do the same.
* sd/ltx: Make chunked_io a flag in its own right
Taking this bi-direcitonal, so make it a for-purpose named flag.
* ltx: vae: implement chunked encoder + CPU IO chunking
People are doing things with big frame counts in LTX including V2V
flows. Implement the time-chunked encoder to keep the VRAM down, with
the converse of the new CPU pre-allocation technique, where the chunks
are brought from the CPU JIT.
* ltx: vae-encode: round chunk sizes more strictly
Only powers of 2 and multiple of 8 are valid due to cache slicing.
2026-03-19 09:58:47 -07:00
Jukka Seppänen
9fff091f35
Further Reduce LTX VAE decode peak RAM usage ( #13052 )
2026-03-18 18:32:26 -04:00
comfyanonymous
68d542cc06
Fix case where pixel space VAE could cause issues. ( #13030 )
2026-03-17 20:46:22 -04:00
