4871a36458
Cleanup some unused imports.
10 months ago
78a70fda87
Remove useless import.
10 months ago
d76a04b6ea
Add unfinished ImageOnlyCheckpointSave node to save a SVD checkpoint.
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This node is unfinished, SVD checkpoints saved with this node will
work with ComfyUI but not with anything else.
10 months ago
f9e55d8463
Only auto enable bf16 VAE on nvidia GPUs that actually support it.
10 months ago
2395ae740a
Make unclip more deterministic.
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Pass a seed argument note that this might make old unclip images different.
10 months ago
53c8a99e6c
Make server storage the default.
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Remove --server-storage argument.
10 months ago
977eda19a6
Don't round noise mask.
10 months ago
10f2609fdd
Add InpaintModelConditioning node.
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This is an alternative to VAE Encode for inpaint that should work with
lower denoise.
This is a different take on #2501
10 months ago
1a57423d30
Fix issue when using multiple t2i adapters with batched images.
10 months ago
6a7bc35db8
Use basic attention implementation for small inputs on old pytorch.
10 months ago
235727fed7
Store user settings/data on the server and multi user support ( #2160 )
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* wip per user data
* Rename, hide menu
* better error
rework default user
* store pretty
* Add userdata endpoints
Change nodetemplates to userdata
* add multi user message
* make normal arg
* Fix tests
* Ignore user dir
* user tests
* Changed to default to browser storage and add server-storage arg
* fix crash on empty templates
* fix settings added before load
* ignore parse errors
10 months ago
c6951548cf
Update optimized_attention_for_device function for new functions that
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support masked attention.
11 months ago
aaa9017302
Add attention mask support to sub quad attention.
11 months ago
0c2c9fbdfa
Support attention mask in split attention.
11 months ago
3ad0191bfb
Implement attention mask on xformers.
11 months ago
8c6493578b
Implement noise augmentation for SD 4X upscale model.
11 months ago
ef4f6037cb
Fix model patches not working in custom sampling scheduler nodes.
11 months ago
a7874d1a8b
Add support for the stable diffusion x4 upscaling model.
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This is an old model.
Load the checkpoint like a regular one and use the new
SD_4XUpscale_Conditioning node.
11 months ago
2c4e92a98b
Fix regression.
11 months ago
5eddfdd80c
Refactor VAE code.
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Replace constants with downscale_ratio and latent_channels.
11 months ago
a47f609f90
Auto detect out_channels from model.
11 months ago
79f73a4b33
Remove useless code.
11 months ago
1b103e0cb2
Add argument to run the VAE on the CPU.
11 months ago
12e822c6c8
Use function to calculate model size in model patcher.
11 months ago
e1e322cf69
Load weights that can't be lowvramed to target device.
11 months ago
c782144433
Fix clip vision lowvram mode not working.
11 months ago
f21bb41787
Fix taesd VAE in lowvram mode.
11 months ago
61b3f15f8f
Fix lowvram mode not working with unCLIP and Revision code.
11 months ago
d0165d819a
Fix SVD lowvram mode.
11 months ago
a252963f95
--disable-smart-memory now unloads everything like it did originally.
11 months ago
36a7953142
Greatly improve lowvram sampling speed by getting rid of accelerate.
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Let me know if this breaks anything.
11 months ago
261bcbb0d9
A few missing comfy ops in the VAE.
11 months ago
9a7619b72d
Fix regression with inpaint model.
11 months ago
571ea8cdcc
Fix SAG not working with cfg 1.0
11 months ago
8cf1daa108
Fix SDXL area composition sometimes not using the right pooled output.
11 months ago
2258f85159
Support stable zero 123 model.
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To use it use the ImageOnlyCheckpointLoader to load the checkpoint and
the new Stable_Zero123 node.
11 months ago
2f9d6a97ec
Add --deterministic option to make pytorch use deterministic algorithms.
11 months ago
e45d920ae3
Don't resize clip vision image when the size is already good.
11 months ago
13e6d5366e
Switch clip vision to manual cast.
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Make it use the same dtype as the text encoder.
11 months ago
719fa0866f
Set clip vision model in eval mode so it works without inference mode.
11 months ago
574363a8a6
Implement Perp-Neg
11 months ago
a5056cfb1f
Remove useless code.
11 months ago
329c571993
Improve code legibility.
11 months ago
6c5990f7db
Fix cfg being calculated more than once if sampler_cfg_function.
11 months ago
ba04a87d10
Refactor and improve the sag node.
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Moved all the sag related code to comfy_extras/nodes_sag.py
11 months ago
6761233e9d
Implement Self-Attention Guidance ( #2201 )
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* First SAG test
* need to put extra options on the model instead of patcher
* no errors and results seem not-broken
* Use @ashen-uncensored formula, which works better!!!
* Fix a crash when using weird resolutions. Remove an unnecessary UNet call
* Improve comments, optimize memory in blur routine
* SAG works with sampler_cfg_function
11 months ago
b454a67bb9
Support segmind vega model.
11 months ago
824e4935f5
Add dtype parameter to VAE object.
11 months ago
32b7e7e769
Add manual cast to controlnet.
11 months ago
3152023fbc
Use inference dtype for unet memory usage estimation.
11 months ago
comfyanonymous
pythongosssss
Hari
Rafie Walker