9a55dadb4c
Refactor code so model can be a dtype other than fp32 or fp16.
1 year ago
afa2399f79
Add a way to set output block patches to modify the h and hsp.
1 year ago
cf5ae46928
Controlnet/t2iadapter cleanup.
2 years ago
b80c3276dc
Fix issue with gligen.
2 years ago
d6e4b342e6
Support for Control Loras.
...
Control loras are controlnets where some of the weights are stored in
"lora" format: an up and a down low rank matrice that when multiplied
together and added to the unet weight give the controlnet weight.
This allows a much smaller memory footprint depending on the rank of the
matrices.
These controlnets are used just like regular ones.
2 years ago
2b13939044
Remove some useless code.
2 years ago
4b957a0010
Initialize the unet directly on the target device.
2 years ago
ddc6f12ad5
Disable autocast in unet for increased speed.
2 years ago
05676942b7
Add some more transformer hooks and move tomesd to comfy_extras.
...
Tomesd now uses q instead of x to decide which tokens to merge because
it seems to give better results.
2 years ago
f87ec10a97
Support base SDXL and SDXL refiner models.
...
Large refactor of the model detection and loading code.
2 years ago
ae43f09ef7
All the unet weights should now be initialized with the right dtype.
2 years ago
7bf89ba923
Initialize more unet weights as the right dtype.
2 years ago
e21d9ad445
Initialize transformer unet block weights in right dtype at the start.
2 years ago
cb1551b819
Lowvram mode for gligen and fix some lowvram issues.
2 years ago
bae4fb4a9d
Fix imports.
2 years ago
ba8a4c3667
Change latent resolution step to 8.
2 years ago
66c8aa5c3e
Make unet work with any input shape.
2 years ago
3696d1699a
Add support for GLIGEN textbox model.
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
61ec3c9d5d
Add a way to pass options to the transformers blocks.
2 years ago
54dbfaf2ec
Remove omegaconf dependency and some ci changes.
2 years ago
fcb25d37db
Prepare for t2i adapter.
2 years ago
09f1d76ed8
Fix an OOM issue.
2 years ago
4efa67fa12
Add ControlNet support.
2 years ago
1f6a467e92
Update ldm dir with latest upstream stable diffusion changes.
2 years ago
220afe3310
Initial commit.
2 years ago
comfyanonymous