chaObserv
6592bffc60
seeds_2: add phi_2 variant and sampler node ( #11309 )
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* Add phi_2 solver type to seeds_2
* Add sampler node of seeds_2
2025-12-14 00:03:29 -05:00
comfyanonymous
971cefe7d4
Fix pytorch warnings. ( #11314 )
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2025-12-13 18:45:23 -05:00
comfyanonymous
da2bfb5b0a
Basic implementation of z image fun control union 2.0 ( #11304 )
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The inpaint part is currently missing and will be implemented later.
I think they messed up this model pretty bad. They added some
control_noise_refiner blocks but don't actually use them. There is a typo
in their code so instead of doing control_noise_refiner -> control_layers
it runs the whole control_layers twice.
Unfortunately they trained with this typo so the model works but is kind
of slow and would probably perform a lot better if they corrected their
code and trained it again.
2025-12-13 01:39:11 -05:00
comfyanonymous
c5a47a1692
Fix bias dtype issue in mixed ops. ( #11293 )
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2025-12-12 11:49:35 -05:00
comfyanonymous
5495589db3
Respect the dtype the op was initialized in for non quant mixed op. ( #11282 )
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2025-12-11 23:32:27 -05:00
comfyanonymous
eeb020b9b7
Better chroma radiance and other models vram estimation. ( #11278 )
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2025-12-11 17:33:09 -05:00
comfyanonymous
ae65433a60
This only works on radiance. ( #11277 )
2025-12-11 17:15:00 -05:00
comfyanonymous
fdebe18296
Fix regular chroma radiance ( #11276 )
2025-12-11 17:09:35 -05:00
comfyanonymous
f8321eb57b
Adjust memory usage factor. ( #11257 )
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2025-12-11 01:30:31 -05:00
Farshore
e711aaf1a7
Lower VAE loading requirements:Create a new branch for GPU memory calculations in qwen-image vae ( #11199 )
2025-12-10 22:02:26 -05:00
comfyanonymous
17c92a9f28
Tweak Z Image memory estimation. ( #11254 )
2025-12-10 19:59:48 -05:00
comfyanonymous
791e30ff50
Fix nan issue when quantizing fp16 tensor. ( #11213 )
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2025-12-09 17:03:21 -05:00
Jukka Seppänen
e2a800e7ef
Fix for HunyuanVideo1.5 meanflow distil ( #11212 )
2025-12-09 16:59:16 -05:00
rattus
9d252f3b70
ops: delete dead code ( #11204 )
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This became dead code in https://github.com/comfyanonymous/ComfyUI/pull/11069
2025-12-09 00:55:13 -05:00
Lodestone
b9fb542703
add chroma-radiance-x0 mode ( #11197 )
2025-12-08 23:33:29 -05:00
rattus
e136b6dbb0
dequantization offload accounting (fixes Flux2 OOMs - incl TEs) ( #11171 )
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* make setattr safe for non existent attributes
Handle the case where the attribute doesnt exist by returning a static
sentinel (distinct from None). If the sentinel is passed in as the set
value, del the attr.
* Account for dequantization and type-casts in offload costs
When measuring the cost of offload, identify weights that need a type
change or dequantization and add the size of the conversion result
to the offload cost.
This is mutually exclusive with lowvram patches which already has
a large conservative estimate and wont overlap the dequant cost so\
dont double count.
* Set the compute type on CLIP MPs
So that the loader can know the size of weights for dequant accounting.
2025-12-08 23:21:31 -05:00
comfyanonymous
d50f342c90
Fix potential issue. ( #11201 )
2025-12-08 23:20:04 -05:00
comfyanonymous
3b0368aa34
Fix regression. ( #11194 )
2025-12-08 17:38:36 -05:00
rattus
60ee574748
retune lowVramPatch VRAM accounting ( #11173 )
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In the lowvram case, this now does its math in the model dtype in the
post de-quantization domain. Account for that. The patching was also
put back on the compute stream getting it off-peak so relax the
MATH_FACTOR to only x2 so get out of the worst-case assumption of
everything peaking at once.
2025-12-08 15:18:06 -05:00
dxqb
8e889c535d
Support "transformer." LoRA prefix for Z-Image ( #11135 )
2025-12-08 15:17:26 -05:00
comfyanonymous
56fa7dbe38
Properly load the newbie diffusion model. ( #11172 )
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There is still one of the text encoders missing and I didn't actually test it.
2025-12-07 07:44:55 -05:00
comfyanonymous
329480da5a
Fix qwen scaled fp8 not working with kandinsky. Make basic t2i wf work. ( #11162 )
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2025-12-06 17:50:10 -08:00
rattus
4086acf3c2
Fix on-load VRAM OOM ( #11144 )
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slow down the CPU on model load to not run ahead. This fixes a VRAM on
flux 2 load.
I went to try and debug this with the memory trace pickles, which needs
--disable-cuda-malloc which made the bug go away. So I tried this
synchronize and it worked.
The has some very complex interactions with the cuda malloc async and
I dont have solid theory on this one yet.
Still debugging but this gets us over the OOM for the moment.
2025-12-06 18:42:09 -05:00
comfyanonymous
50ca97e776
Speed up lora compute and lower memory usage by doing it in fp16. ( #11161 )
2025-12-06 18:36:20 -05:00
comfyanonymous
ae676ed105
Fix regression. ( #11137 )
2025-12-05 23:01:19 -05:00
Jukka Seppänen
fd109325db
Kandinsky5 model support ( #10988 )
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* Add Kandinsky5 model support
lite and pro T2V tested to work
* Update kandinsky5.py
* Fix fp8
* Fix fp8_scaled text encoder
* Add transformer_options for attention
* Code cleanup, optimizations, use fp32 for all layers originally at fp32
* ImageToVideo -node
* Fix I2V, add necessary latent post process nodes
* Support text to image model
* Support block replace patches (SLG mostly)
* Support official LoRAs
* Don't scale RoPE for lite model as that just doesn't work...
* Update supported_models.py
* Rever RoPE scaling to simpler one
* Fix typo
* Handle latent dim difference for image model in the VAE instead
* Add node to use different prompts for clip_l and qwen25_7b
* Reduce peak VRAM usage a bit
* Further reduce peak VRAM consumption by chunking ffn
* Update chunking
* Update memory_usage_factor
* Code cleanup, don't force the fp32 layers as it has minimal effect
* Allow for stronger changes with first frames normalization
Default values are too weak for any meaningful changes, these should probably be exposed as advanced node options when that's available.
* Add image model's own chat template, remove unused image2video template
* Remove hard error in ReplaceVideoLatentFrames -node
* Update kandinsky5.py
* Update supported_models.py
* Fix typos in prompt template
They were now fixed in the original repository as well
* Update ReplaceVideoLatentFrames
Add tooltips
Make source optional
Better handle negative index
* Rename NormalizeVideoLatentFrames -node
For bit better clarity what it does
* Fix NormalizeVideoLatentStart node out on non-op
2025-12-05 22:20:22 -05:00
comfyanonymous
092ee8a500
Fix some custom nodes. ( #11134 )
2025-12-05 18:25:31 -05:00
Jukka Seppänen
79d17ba233
Context windows fixes and features ( #10975 )
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* Apply cond slice fix
* Add FreeNoise
* Update context_windows.py
* Add option to retain condition by indexes for each window
This allows for example Wan/HunyuanVideo image to video to "work" by using the initial start frame for each window, otherwise windows beyond first will be pure T2V generations.
* Update context_windows.py
* Allow splitting multiple conds into different windows
* Add handling for audio_embed
* whitespace
* Allow freenoise to work on other dims, handle 4D batch timestep
Refactor Freenoise function. And fix batch handling as timesteps seem to be expanded to batch size now.
* Disable experimental options for now
So that the Freenoise and bugfixes can be merged first
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com>
2025-12-05 12:42:46 -08:00
comfyanonymous
6fd463aec9
Fix regression when text encoder loaded directly on GPU. ( #11129 )
2025-12-05 15:33:16 -05:00
comfyanonymous
43071e3de3
Make old scaled fp8 format use the new mixed quant ops system. ( #11000 )
2025-12-05 14:35:42 -05:00
Jedrzej Kosinski
0ec05b1481
Remove line made unnecessary (and wrong) after transformer_options was added to NextDiT's _forward definition ( #11118 )
2025-12-05 14:05:38 -05:00
rattus
9bc893c5bb
sd: bump HY1.5 VAE estimate ( #11107 )
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Im able to push vram above estimate on partial unload. Bump the
estimate. This is experimentally determined with a 720P and 480P
datapoint calibrating for 24GB VRAM total.
2025-12-04 09:50:36 -08:00
rattus
f4bdf5f830
sd: revise hy VAE VRAM ( #11105 )
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This was recently collapsed down to rolling VAE through temporal. Clamp
The time dimension.
2025-12-04 09:50:04 -08:00
rattus
6be85c7920
mp: use look-ahead actuals for stream offload VRAM calculation ( #11096 )
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TIL that the WAN TE has a 2GB weight followed by 16MB as the next size
down. This means that team 8GB VRAM would fully offload the TE in async
offload mode as it just multiplied this giant size my the num streams.
Do the more complex logic of summing up the upcoming to-load weight
sizes to avoid triple counting this massive weight.
partial unload does the converse of recording the NS most recent
unloads as they go.
2025-12-03 23:28:44 -05:00
comfyanonymous
ea17add3c6
Fix case where text encoders where running on the CPU instead of GPU. ( #11095 )
2025-12-03 23:15:15 -05:00
rattus
519c941165
Prs/lora reservations (reduce massive Lora reservations especially on Flux2) ( #11069 )
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* mp: only count the offload cost of math once
This was previously bundling the combined weight storage and computation
cost
* ops: put all post async transfer compute on the main stream
Some models have massive weights that need either complex
dequantization or lora patching. Don't do these patchings on the offload
stream, instead do them on the main stream to syncrhonize the
potentially large vram spikes for these compute processes. This avoids
having to assume a worst case scenario of multiple offload streams
all spiking VRAM is parallel with whatever the main stream is doing.
2025-12-03 02:28:45 -05:00
rattus
73f5649196
Implement temporal rolling VAE (Major VRAM reductions in Hunyuan and Kandinsky) ( #10995 )
...
* hunyuan upsampler: rework imports
Remove the transitive import of VideoConv3d and Resnet and takes these
from actual implementation source.
* model: remove unused give_pre_end
According to git grep, this is not used now, and was not used in the
initial commit that introduced it (see below).
This semantic is difficult to implement temporal roll VAE for (and would
defeat the purpose). Rather than implement the complex if, just delete
the unused feature.
(venv) rattus@rattus-box2:~/ComfyUI$ git log --oneline
220afe33 (HEAD) Initial commit.
(venv) rattus@rattus-box2:~/ComfyUI$ git grep give_pre
comfy/ldm/modules/diffusionmodules/model.py: resolution, z_channels, give_pre_end=False, tanh_out=False, use_linear_attn=False,
comfy/ldm/modules/diffusionmodules/model.py: self.give_pre_end = give_pre_end
comfy/ldm/modules/diffusionmodules/model.py: if self.give_pre_end:
(venv) rattus@rattus-box2:~/ComfyUI$ git co origin/master
Previous HEAD position was 220afe33 Initial commit.
HEAD is now at 9d8a8179 Enable async offloading by default on Nvidia. (#10953 )
(venv) rattus@rattus-box2:~/ComfyUI$ git grep give_pre
comfy/ldm/modules/diffusionmodules/model.py: resolution, z_channels, give_pre_end=False, tanh_out=False, use_linear_attn=False,
comfy/ldm/modules/diffusionmodules/model.py: self.give_pre_end = give_pre_end
comfy/ldm/modules/diffusionmodules/model.py: if self.give_pre_end:
* move refiner VAE temporal roller to core
Move the carrying conv op to the common VAE code and give it a better
name. Roll the carry implementation logic for Resnet into the base
class and scrap the Hunyuan specific subclass.
* model: Add temporal roll to main VAE decoder
If there are no attention layers, its a standard resnet and VideoConv3d
is asked for, substitute in the temporal rolloing VAE algorithm. This
reduces VAE usage by the temporal dimension (can be huge VRAM savings).
* model: Add temporal roll to main VAE encoder
If there are no attention layers, its a standard resnet and VideoConv3d
is asked for, substitute in the temporal rolling VAE algorithm. This
reduces VAE usage by the temporal dimension (can be huge VRAM savings).
2025-12-02 22:49:29 -05:00
comfyanonymous
b94d394a64
Support Z Image alibaba pai fun controlnets. ( #11062 )
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These are not actual controlnets so put it in the models/model_patches
folder and use the ModelPatchLoader + QwenImageDiffsynthControlnet node to
use it.
2025-12-02 21:38:31 -05:00
rattus
277237ccc1
attention: use flag based OOM fallback ( #11038 )
...
Exception ref all local variables for the lifetime of exception
context. Just set a flag and then if to dump the exception before
falling back.
2025-12-02 17:24:19 -05:00
comfyanonymous
daaceac769
Hack to make zimage work in fp16. ( #11057 )
2025-12-02 17:11:58 -05:00
Dr.Lt.Data
b4a20acc54
feat: Support ComfyUI-Manager for pip version ( #7555 )
2025-12-01 22:32:52 -05:00
comfyanonymous
878db3a727
Implement the Ovis image model. ( #11030 )
2025-12-01 20:56:17 -05:00
comfyanonymous
2640acb31c
Update qwen tokenizer to add qwen 3 tokens. ( #11029 )
...
Doesn't actually change anything for current workflows because none of the
current models have a template with the think tokens.
2025-12-01 17:13:48 -05:00
comfyanonymous
0a6746898d
Make the ScaleRope node work on Z Image and Lumina. ( #10994 )
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2025-11-29 18:00:55 -05:00
comfyanonymous
5151cff293
Add some missing z image lora layers. ( #10980 )
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2025-11-28 23:55:00 -05:00
comfyanonymous
52a32e2b32
Support some z image lora formats. ( #10978 )
2025-11-28 21:12:42 -05:00
Jukka Seppänen
b907085709
Support video tiny VAEs ( #10884 )
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* Support video tiny VAEs
* lighttaew scaling fix
* Also support video taes in previews
Only first frame for now as live preview playback is currently only available through VHS custom nodes.
* Support Wan 2.1 lightVAE
* Relocate elif block and set Wan VAE dim directly without using pruning rate for lightvae
2025-11-28 19:40:19 -05:00
rattus
0ff0457892
mm: wrap the raw stream in context manager ( #10958 )
...
The documentation of torch.foo.Stream being usable with with: suggests
it starts at version 2.7. Use the old API for backwards compatibility.
2025-11-28 16:38:12 -05:00
Urle Sistiana
6484ac89dc
fix QuantizedTensor.is_contiguous ( #10956 ) ( #10959 )
2025-11-28 16:33:07 -05:00
comfyanonymous
f55c98a89f
Disable offload stream when torch compile. ( #10961 )
2025-11-28 16:16:46 -05:00
comfyanonymous
9d8a817985
Enable async offloading by default on Nvidia. ( #10953 )
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Add --disable-async-offload to disable it.
If this causes OOMs that go away when you --disable-async-offload please
report it.
2025-11-27 17:46:12 -05:00
rattus
3f382a4f98
quant ops: Dequantize weight in-place ( #10935 )
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In flux2 these weights are huge (200MB). As plain_tensor is a throw-away
deep copy, do this multiplication in-place to save VRAM.
2025-11-27 08:06:30 -08:00
rattus
f17251bec6
Account for the VRAM cost of weight offloading ( #10733 )
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* mm: default to 0 for NUM_STREAMS
Dont count the compute stream as an offload stream. This makes async
offload accounting easier.
* mm: remove 128MB minimum
This is from a previous offloading system requirement. Remove it to
make behaviour of the loader and partial unloader consistent.
* mp: order the module list by offload expense
Calculate an approximate offloading temporary VRAM cost to offload a
weight and primary order the module load list by that. In the simple
case this is just the same as the module weight, but with Loras, a
weight with a lora consumes considerably more VRAM to do the Lora
application on-the-fly.
This will slightly prioritize lora weights, but is really for
proper VRAM offload accounting.
* mp: Account for the VRAM cost of weight offloading
when checking the VRAM headroom, assume that the weight needs to be
offloaded, and only load if it has space for both the load and offload
* the number of streams.
As the weights are ordered from largest to smallest by offload cost
this is guaranteed to fit in VRAM (tm), as all weights that follow
will be smaller.
Make the partial unload aware of this system as well by saving the
budget for offload VRAM to the model state and accounting accordingly.
Its possible that partial unload increases the size of the largest
offloaded weights, and thus needs to unload a little bit more than
asked to accomodate the bigger temp buffers.
Honor the existing codes floor on model weight loading of 128MB by
having the patcher honor this separately withough regard to offloading.
Otherwise when MM specifies its 128MB minimum, MP will see the biggest
weights, and budget that 128MB to only offload buffer and load nothing
which isnt the intent of these minimums. The same clamp applies in
case of partial offload of the currently loading model.
2025-11-27 01:03:03 -05:00
Haoming
c38e7d6599
block info ( #10841 )
2025-11-26 20:28:44 -08:00
comfyanonymous
eaf68c9b5b
Make lora training work on Z Image and remove some redundant nodes. ( #10927 )
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2025-11-26 19:25:32 -05:00
comfyanonymous
f16219e3aa
Add cheap latent preview for flux 2. ( #10907 )
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Thank you to the person who calculated them. You saved me a percent of my
time.
2025-11-26 04:00:43 -05:00
comfyanonymous
58b8574661
Fix Flux2 reference image mem estimation. ( #10905 )
2025-11-26 02:36:19 -05:00
comfyanonymous
bdb10a583f
Fix loras not working on mixed fp8. ( #10899 )
2025-11-26 00:07:58 -05:00
comfyanonymous
0e24dbb19f
Adjustments to Z Image. ( #10893 )
2025-11-25 19:02:51 -05:00
comfyanonymous
e9aae31fa2
Z Image model. ( #10892 )
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2025-11-25 18:41:45 -05:00
comfyanonymous
d196a905bb
Lower vram usage for flux 2 text encoder. ( #10887 )
2025-11-25 14:58:39 -05:00
comfyanonymous
dff996ca39
Fix crash. ( #10885 )
2025-11-25 14:30:24 -05:00
comfyanonymous
6b573ae0cb
Flux 2 ( #10879 )
2025-11-25 10:50:19 -05:00
comfyanonymous
015a0599d0
I found a case where this is needed ( #10875 )
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2025-11-25 03:23:19 -05:00
comfyanonymous
acfaa5c4a1
Don't try fp8 matrix mult in quantized ops if not supported by hardware. ( #10874 )
2025-11-25 02:55:49 -05:00
comfyanonymous
b6805429b9
Allow pinning quantized tensors. ( #10873 )
2025-11-25 02:48:20 -05:00
comfyanonymous
25022e0b09
Cleanup and fix issues with text encoder quants. ( #10872 )
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2025-11-25 01:48:53 -05:00
Haoming
b2ef58e2b1
block info ( #10844 )
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2025-11-24 10:40:09 -08:00
Haoming
6a6d456c88
block info ( #10842 )
2025-11-24 10:38:38 -08:00
Haoming
3d1fdaf9f4
block info ( #10843 )
2025-11-24 10:30:40 -08:00
comfyanonymous
cbd68e3d58
Add better error message for common error. ( #10846 )
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2025-11-23 04:55:22 -05:00
comfyanonymous
532938b16b
--disable-api-nodes now sets CSP header to force frontend offline. ( #10829 )
2025-11-21 17:51:55 -05:00
comfyanonymous
943b3b615d
HunyuanVideo 1.5 ( #10819 )
...
* init
* update
* Update model.py
* Update model.py
* remove print
* Fix text encoding
* Prevent empty negative prompt
Really doesn't work otherwise
* fp16 works
* I2V
* Update model_base.py
* Update nodes_hunyuan.py
* Better latent rgb factors
* Use the correct sigclip output...
* Support HunyuanVideo1.5 SR model
* whitespaces...
* Proper latent channel count
* SR model fixes
This also still needs timesteps scheduling based on the noise scale, can be used with two samplers too already
* vae_refiner: roll the convolution through temporal
Work in progress.
Roll the convolution through time using 2-latent-frame chunks and a
FIFO queue for the convolution seams.
* Support HunyuanVideo15 latent resampler
* fix
* Some cleanup
Co-Authored-By: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
* Proper hyvid15 I2V channels
Co-Authored-By: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
* Fix TokenRefiner for fp16
Otherwise x.sum has infs, just in case only casting if input is fp16, I don't know if necessary.
* Bugfix for the HunyuanVideo15 SR model
* vae_refiner: roll the convolution through temporal II
Roll the convolution through time using 2-latent-frame chunks and a
FIFO queue for the convolution seams.
Added support for encoder, lowered to 1 latent frame to save more
VRAM, made work for Hunyuan Image 3.0 (as code shared).
Fixed names, cleaned up code.
* Allow any number of input frames in VAE.
* Better VAE encode mem estimation.
* Lowvram fix.
* Fix hunyuan image 2.1 refiner.
* Fix mistake.
* Name changes.
* Rename.
* Whitespace.
* Fix.
* Fix.
---------
Co-authored-by: kijai <40791699+kijai@users.noreply.github.com>
Co-authored-by: Rattus <rattus128@gmail.com>
2025-11-20 22:44:43 -05:00
comfyanonymous
cb96d4d18c
Disable workaround on newer cudnn. ( #10807 )
2025-11-19 23:56:23 -05:00
comfyanonymous
17027f2a6a
Add a way to disable the final norm in the llama based TE models. ( #10794 )
2025-11-18 22:36:03 -05:00
comfyanonymous
d526974576
Fix hunyuan 3d 2.0 ( #10792 )
2025-11-18 16:46:19 -05:00
comfyanonymous
bd01d9f7fd
Add left padding support to tokenizers. ( #10753 )
2025-11-15 06:54:40 -05:00
comfyanonymous
443056c401
Fix custom nodes import error. ( #10747 )
...
This should fix the import errors but will break if the custom nodes actually try to use the class.
2025-11-14 03:26:05 -05:00
comfyanonymous
f60923590c
Use same code for chroma and flux blocks so that optimizations are shared. ( #10746 )
2025-11-14 01:28:05 -05:00
rattus
94c298f962
flux: reduce VRAM usage ( #10737 )
...
Cleanup a bunch of stack tensors on Flux. This take me from B=19 to B=22
for 1600x1600 on RTX5090.
2025-11-13 16:02:03 -08:00
contentis
3b3ef9a77a
Quantized Ops fixes ( #10715 )
...
* offload support, bug fixes, remove mixins
* add readme
2025-11-12 18:26:52 -05:00
rattus
1c7eaeca10
qwen: reduce VRAM usage ( #10725 )
...
Clean up a bunch of stacked and no-longer-needed tensors on the QWEN
VRAM peak (currently FFN).
With this I go from OOMing at B=37x1328x1328 to being able to
succesfully run B=47 (RTX5090).
2025-11-12 16:20:53 -05:00
rattus
18e7d6dba5
mm/mp: always unload re-used but modified models ( #10724 )
...
The partial unloader path in model re-use flow skips straight to the
actual unload without any check of the patching UUID. This means that
if you do an upscale flow with a model patch on an existing model, it
will not apply your patchings.
Fix by delaying the partial_unload until after the uuid checks. This
is done by making partial_unload a model of partial_load where extra_mem
is -ve.
2025-11-12 16:19:53 -05:00
comfyanonymous
1199411747
Don't pin tensor if not a torch.nn.parameter.Parameter ( #10718 )
2025-11-11 19:33:30 -05:00
rattus
c350009236
ops: Put weight cast on the offload stream ( #10697 )
...
This needs to be on the offload stream. This reproduced a black screen
with low resolution images on a slow bus when using FP8.
2025-11-09 22:52:11 -05:00
comfyanonymous
dea899f221
Unload weights if vram usage goes up between runs. ( #10690 )
2025-11-09 18:51:33 -05:00
comfyanonymous
e632e5de28
Add logging for model unloading. ( #10692 )
2025-11-09 18:06:39 -05:00
comfyanonymous
2abd2b5c20
Make ScaleROPE node work on Flux. ( #10686 )
2025-11-08 15:52:02 -05:00
comfyanonymous
a1a70362ca
Only unpin tensor if it was pinned by ComfyUI ( #10677 )
2025-11-07 11:15:05 -05:00
rattus
cf97b033ee
mm: guard against double pin and unpin explicitly ( #10672 )
...
As commented, if you let cuda be the one to detect double pin/unpinning
it actually creates an asyc GPU error.
2025-11-06 21:20:48 -05:00
comfyanonymous
09dc24c8a9
Pinned mem also seems to work on AMD. ( #10658 )
2025-11-05 19:11:15 -05:00
comfyanonymous
1d69245981
Enable pinned memory by default on Nvidia. ( #10656 )
...
Removed the --fast pinned_memory flag.
You can use --disable-pinned-memory to disable it. Please report if it
causes any issues.
2025-11-05 18:08:13 -05:00
comfyanonymous
97f198e421
Fix qwen controlnet regression. ( #10657 )
2025-11-05 18:07:35 -05:00
comfyanonymous
c4a6b389de
Lower ltxv mem usage to what it was before previous pr. ( #10643 )
...
Bring back qwen behavior to what it was before previous pr.
2025-11-04 22:47:35 -05:00
contentis
4cd881866b
Use single apply_rope function across models ( #10547 )
2025-11-04 20:10:11 -05:00
comfyanonymous
7f3e4d486c
Limit amount of pinned memory on windows to prevent issues. ( #10638 )
2025-11-04 17:37:50 -05:00
comfyanonymous
af4b7b5edb
More fp8 torch.compile regressions fixed. ( #10625 )
2025-11-03 22:14:20 -05:00
comfyanonymous
0f4ef3afa0
This seems to slow things down slightly on Linux. ( #10624 )
2025-11-03 21:47:14 -05:00
comfyanonymous
6b88478f9f
Bring back fp8 torch compile performance to what it should be. ( #10622 )
2025-11-03 19:22:10 -05:00
comfyanonymous
e199c8cc67
Fixes ( #10621 )
2025-11-03 17:58:24 -05:00