5c38958e49
Tweak lowvram model memory so it's closer to what it was before.
2 years ago
94680732d3
Empty cache on mps.
2 years ago
03da8a3426
This is useless for inference.
2 years ago
eb448dd8e1
Auto load model in lowvram if not enough memory.
2 years ago
b9818eb910
Add route to get safetensors metadata:
...
/view_metadata/loras?filename=lora.safetensors
2 years ago
a532888846
Support VAEs in diffusers format.
2 years ago
0fc483dcfd
Refactor diffusers model convert code to be able to reuse it.
2 years ago
eb4bd7711a
Remove einops.
2 years ago
87ab25fac7
Do operations in same order as the one it replaces.
2 years ago
2b1fac9708
Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI
2 years ago
e1278fa925
Support old pytorch versions that don't have weights_only.
2 years ago
8b4b0c3188
vecorized bislerp
2 years ago
b8ccbec6d8
Various improvements to bislerp.
2 years ago
34887b8885
Add experimental bislerp algorithm for latent upscaling.
...
It's like bilinear but with slerp.
2 years ago
6cc450579b
Auto transpose images from exif data.
2 years ago
dc198650c0
sample_dpmpp_2m_sde no longer crashes when step == 1.
2 years ago
069657fbf3
Add DPM-Solver++(2M) SDE and exponential scheduler.
...
exponential scheduler is the one recommended with this sampler.
2 years ago
b8636a44aa
Make scaled_dot_product switch to sliced attention on OOM.
2 years ago
797c4e8d3b
Simplify and improve some vae attention code.
2 years ago
ef815ba1e2
Switch default scheduler to normal.
2 years ago
68d12b530e
Merge branch 'tiled_sampler' of https://github.com/BlenderNeko/ComfyUI
2 years ago
3a1f47764d
Print the torch device that is used on startup.
2 years ago
1201d2eae5
Make nodes map over input lists ( #579 )
...
* allow nodes to map over lists
* make work with IS_CHANGED and VALIDATE_INPUTS
* give list outputs distinct socket shape
* add rebatch node
* add batch index logic
* add repeat latent batch
* deal with noise mask edge cases in latentfrombatch
2 years ago
19c014f429
comment out annoying print statement
2 years ago
d9e088ddfd
minor changes for tiled sampler
2 years ago
f7c0f75d1f
Auto batching improvements.
...
Try batching when cond sizes don't match with smart padding.
2 years ago
314e526c5c
Not needed anymore because sampling works with any latent size.
2 years ago
c6e34963e4
Make t2i adapter work with any latent resolution.
2 years ago
a1f12e370d
Merge branch 'autostart' of https://github.com/EllangoK/ComfyUI
2 years ago
6fc4917634
Make maximum_batch_area take into account python2.0 attention function.
...
More conservative xformers maximum_batch_area.
2 years ago
678f933d38
maximum_batch_area for xformers.
...
Remove useless code.
2 years ago
8e03c789a2
auto-launch cli arg
2 years ago
cb1551b819
Lowvram mode for gligen and fix some lowvram issues.
2 years ago
af9cc1fb6a
Search recursively in subfolders for embeddings.
2 years ago
6ee11d7bc0
Fix import.
2 years ago
bae4fb4a9d
Fix imports.
2 years ago
fcf513e0b6
Refactor.
2 years ago
a74e176a24
Merge branch 'tiled-progress' of https://github.com/pythongosssss/ComfyUI
2 years ago
5eeecf3fd5
remove unused import
2 years ago
8912623ea9
use comfy progress bar
2 years ago
908dc1d5a8
Add a total_steps value to sampler callback.
2 years ago
fdf57325f4
Merge remote-tracking branch 'origin/master' into tiled-progress
2 years ago
27df74101e
reduce duplication
2 years ago
93c64afaa9
Use sampler callback instead of tqdm hook for progress bar.
2 years ago
06ad35b493
added progress to encode + upscale
2 years ago
ba8a4c3667
Change latent resolution step to 8.
2 years ago
66c8aa5c3e
Make unet work with any input shape.
2 years ago
9c335a553f
LoKR support.
2 years ago
d3293c8339
Properly disable all progress bars when disable_pbar=True
2 years ago
a2e18b1504
allow disabling of progress bar when sampling
2 years ago
071011aebe
Mask strength should be separate from area strength.
2 years ago
870fae62e7
Merge branch 'condition_by_mask_node' of https://github.com/guill/ComfyUI
2 years ago
af02393c2a
Default to sampling entire image
...
By default, when applying a mask to a condition, the entire image will
still be used for sampling. The new "set_area_to_bounds" option on the
node will allow the user to automatically limit conditioning to the
bounds of the mask.
I've also removed the dependency on torchvision for calculating bounding
boxes. I've taken the opportunity to fix some frustrating details in the
other version:
1. An all-0 mask will no longer cause an error
2. Indices are returned as integers instead of floats so they can be
used to index into tensors.
2 years ago
056e5545ff
Don't try to get vram from xpu or cuda when directml is enabled.
2 years ago
2ca934f7d4
You can now select the device index with: --directml id
...
Like this for example: --directml 1
2 years ago
3baded9892
Basic torch_directml support. Use --directml to use it.
2 years ago
e214c917ae
Add Condition by Mask node
...
This PR adds support for a Condition by Mask node. This node allows
conditioning to be limited to a non-rectangle area.
2 years ago
5a971cecdb
Add callback to sampler function.
...
Callback format is: callback(step, x0, x)
2 years ago
aa57136dae
Some fixes to the batch masks PR.
2 years ago
c50208a703
Refactor more code to sample.py
2 years ago
7983b3a975
This is cleaner this way.
2 years ago
0b07b2cc0f
gligen tuple
2 years ago
c8c9926eeb
Add progress to vae decode tiled
2 years ago
d9b1595f85
made sample functions more explicit
2 years ago
5818539743
add docstrings
2 years ago
8d2de420d3
Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI
2 years ago
2a09e2aa27
refactor/split various bits of code for sampling
2 years ago
5282f56434
Implement Linear hypernetworks.
...
Add a HypernetworkLoader node to use hypernetworks.
2 years ago
6908f9c949
This makes pytorch2.0 attention perform a bit faster.
2 years ago
907010e082
Remove some useless code.
2 years ago
96b57a9ad6
Don't pass adm to model when it doesn't support it.
2 years ago
3696d1699a
Add support for GLIGEN textbox model.
2 years ago
884ea653c8
Add a way for nodes to set a custom CFG function.
2 years ago
73c3e11e83
Fix model_management import so it doesn't get executed twice.
2 years ago
81d1f00df3
Some refactoring: from_tokens -> encode_from_tokens
2 years ago
719c26c3c9
Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI
2 years ago
d0b1b6c6bf
fixed improper padding
2 years ago
deb2b93e79
Move code to empty gpu cache to model_management.py
2 years ago
04d9bc13af
Safely load pickled embeds that don't load with weights_only=True.
2 years ago
da115bd78d
ensure backwards compat with optional args
2 years ago
752f7a162b
align behavior with old tokenize function
2 years ago
334aab05e5
Don't stop workflow if loading embedding fails.
2 years ago
73175cf58c
split tokenizer from encoder
2 years ago
8489cba140
add unique ID per word/embedding for tokenizer
2 years ago
92eca60ec9
Fix for new transformers version.
2 years ago
1e1875f674
Print xformers version and warning about 0.0.18
2 years ago
7e254d2f69
Clarify what --windows-standalone-build does.
2 years ago
44fea05064
Cleanup.
2 years ago
58ed0f2da4
Fix loading SD1.5 diffusers checkpoint.
2 years ago
8b9ac8fedb
Merge branch 'master' of https://github.com/sALTaccount/ComfyUI
2 years ago
64557d6781
Add a --force-fp32 argument to force fp32 for debugging.
2 years ago
bceccca0e5
Small refactor.
2 years ago
28a7205739
Merge branch 'ipex' of https://github.com/kwaa/ComfyUI-IPEX
2 years ago
05eeaa2de5
Merge branch 'master' into ipex
2 years ago
28fff5d1db
fixes lack of support for multi configs
...
also adds some metavars to argarse
2 years ago
f84f2508cc
Rename the cors parameter to something more verbose.
2 years ago
48efae1608
makes cors a cli parameter
2 years ago
01c1fc669f
set listen flag to listen on all if specifed
2 years ago
3e2608e12b
Fix auto lowvram detection on CUDA
2 years ago
60127a8304
diffusers loader
2 years ago
7cb924f684
Use separate variables instead of `vram_state`
2 years ago
84b9c0ac2f
Import intel_extension_for_pytorch as ipex
2 years ago
e5e587b1c0
seperates out arg parser and imports args
2 years ago
37713e3b0a
Add basic XPU device support
...
closed #387
2 years ago
e46b1c3034
Disable xformers in VAE when xformers == 0.0.18
2 years ago
1718730e80
Ignore embeddings when sizes don't match and print a WARNING.
2 years ago
23524ad8c5
Remove print.
2 years ago
539ff487a8
Pull latest tomesd code from upstream.
2 years ago
f50b1fec69
Add noise augmentation setting to unCLIPConditioning.
2 years ago
809bcc8ceb
Add support for unCLIP SD2.x models.
...
See _for_testing/unclip in the UI for the new nodes.
unCLIPCheckpointLoader is used to load them.
unCLIPConditioning is used to add the image cond and takes as input a
CLIPVisionEncode output which has been moved to the conditioning section.
2 years ago
0d972b85e6
This seems to give better quality in tome.
2 years ago
18a6c1db33
Add a TomePatchModel node to the _for_testing section.
...
Tome increases sampling speed at the expense of quality.
2 years ago
61ec3c9d5d
Add a way to pass options to the transformers blocks.
2 years ago
afd65d3819
Fix noise mask not working with > 1 batch size on ksamplers.
2 years ago
b2554bc4dd
Split VAE decode batches depending on free memory.
2 years ago
0d65cb17b7
Fix ddim_uniform crashing with 37 steps.
2 years ago
f55755f0d2
code cleanup
2 years ago
cf0098d539
no lowvram state if cpu only
2 years ago
f5365c9c81
Fix ddim for Mac: #264
2 years ago
4adcea7228
I don't think controlnets were being handled correctly by MPS.
2 years ago
3c6ff8821c
Merge branch 'master' of https://github.com/GaidamakUA/ComfyUI
2 years ago
fc71e7ea08
Fixed typo
2 years ago
7f0fd99b5d
Make ddim work with --cpu
2 years ago
4b943d2b60
Removed unnecessary comment
2 years ago
89fd5ed574
Added MPS device support
2 years ago
dd095efc2c
Support loha that use cp decomposition.
2 years ago
94a7c895f4
Add loha support.
2 years ago
3ed4a4e4e6
Try again with vae tiled decoding if regular fails because of OOM.
2 years ago
4039616ca6
Less seams in tiled outputs at the cost of more processing.
2 years ago
c692509c2b
Try to improve VAEEncode memory usage a bit.
2 years ago
9d0665c8d0
Add laptop quadro cards to fp32 list.
2 years ago
cc309568e1
Add support for locon mid weights.
2 years ago
edfc4ca663
Try to fix a vram issue with controlnets.
2 years ago
b4b21be707
Fix area composition feathering not working properly.
2 years ago
50099bcd96
Support multiple paths for embeddings.
2 years ago
2e73367f45
Merge T2IAdapterLoader and ControlNetLoader.
...
Workflows will be auto updated.
2 years ago
ee46bef03a
Make --cpu have priority over everything else.
2 years ago
0e836d525e
use half() on fp16 models loaded with config.
2 years ago
986dd820dc
Use half() function on model when loading in fp16.
2 years ago
54dbfaf2ec
Remove omegaconf dependency and some ci changes.
2 years ago
83f23f82b8
Add pytorch attention support to VAE.
2 years ago
a256a2abde
--disable-xformers should not even try to import xformers.
2 years ago
0f3ba7482f
Xformers is now properly disabled when --cpu used.
...
Added --windows-standalone-build option, currently it only opens
makes the code open up comfyui in the browser.
2 years ago
e33dc2b33b
Add a VAEEncodeTiled node.
2 years ago
1de86851b1
Try to fix memory issue.
2 years ago
2b1fce2943
Make tiled_scale work for downscaling.
2 years ago
9db2e97b47
Tiled upscaling with the upscale models.
2 years ago
cd64111c83
Add locon support.
2 years ago
c70f0ac64b
SD2.x controlnets now work.
2 years ago
19415c3ace
Relative imports to test something.
2 years ago
comfyanonymous
BlenderNeko
EllangoK
pythongosssss
Jacob Segal
藍+85CD
sALTaccount
Francesco Yoshi Gobbo
Yurii Mazurevich