comfyanonymous
85fde89d7f
T2I adapter SDXL.
2023-08-22 14:40:43 -04:00
comfyanonymous
cf5ae46928
Controlnet/t2iadapter cleanup.
2023-08-22 01:06:26 -04:00
comfyanonymous
763b0cf024
Fix control lora not working in fp32.
2023-08-21 20:38:31 -04:00
comfyanonymous
199d73364a
Fix ControlLora on lowvram.
2023-08-21 00:54:04 -04:00
comfyanonymous
d08e53de2e
Remove autocast from controlnet code.
2023-08-20 21:47:32 -04:00
comfyanonymous
c9b562aed1
Free more memory before VAE encode/decode.
2023-08-19 12:13:13 -04:00
comfyanonymous
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.
2023-08-18 11:59:51 -04:00
comfyanonymous
c28db1f315
Fix potential issues with patching models when saving checkpoints.
2023-08-17 11:07:08 -04:00
comfyanonymous
89a0767abf
Smarter memory management.
...
Try to keep models on the vram when possible.
Better lowvram mode for controlnets.
2023-08-17 01:06:34 -04:00
comfyanonymous
53f326a3d8
Support diffusers mini controlnets.
2023-08-16 12:28:01 -04:00
comfyanonymous
c8a23ce9e8
Support for yet another lora type based on diffusers.
2023-08-11 13:04:21 -04:00
comfyanonymous
c20583286f
Support diffuser text encoder loras.
2023-08-10 20:28:28 -04:00
comfyanonymous
d8e58f0a7e
Detect hint_channels from controlnet.
2023-08-06 14:08:59 -04:00
comfyanonymous
c5d7593ccf
Support loras in diffusers format.
2023-08-05 01:40:24 -04:00
comfyanonymous
4b957a0010
Initialize the unet directly on the target device.
2023-07-29 14:51:56 -04:00
comfyanonymous
727588d076
Fix some new loras.
2023-07-25 16:39:15 -04:00
comfyanonymous
5f75d784a1
Start is now 0.0 and end is now 1.0 for the timestep ranges.
2023-07-24 18:38:17 -04:00
comfyanonymous
7ff14b62f8
ControlNetApplyAdvanced can now define when controlnet gets applied.
2023-07-24 17:50:49 -04:00
comfyanonymous
22f29d66ca
Try to fix memory issue with lora.
2023-07-22 21:38:56 -04:00
comfyanonymous
12a6e93171
Del the right object when applying lora.
2023-07-22 11:25:49 -04:00
comfyanonymous
78e7958d17
Support controlnet in diffusers format.
2023-07-21 22:58:16 -04:00
comfyanonymous
09386a3697
Fix issue with lora in some cases when combined with model merging.
2023-07-21 21:27:27 -04:00
comfyanonymous
58b2364f58
Properly support SDXL diffusers unet with UNETLoader node.
2023-07-21 14:38:56 -04:00
comfyanonymous
0115018695
Print errors and continue when lora weights are not compatible.
2023-07-20 19:56:22 -04:00
comfyanonymous
3ded1a3a04
Refactor of sampler code to deal more easily with different model types.
2023-07-17 01:22:12 -04:00
comfyanonymous
5f57362613
Lower lora ram usage when in normal vram mode.
2023-07-16 02:59:04 -04:00
comfyanonymous
490771b7f4
Speed up lora loading a bit.
2023-07-15 13:25:22 -04:00
comfyanonymous
50b1180dde
Fix CLIPSetLastLayer not reverting when removed.
2023-07-15 01:41:21 -04:00
comfyanonymous
6fb084f39d
Reduce floating point rounding errors in loras.
2023-07-15 00:53:00 -04:00
comfyanonymous
91ed2815d5
Add a node to merge CLIP models.
2023-07-14 02:41:18 -04:00
comfyanonymous
6ad0a6d7e2
Don't patch weights when multiplier is zero.
2023-07-09 17:46:56 -04:00
comfyanonymous
a9a4ba7574
Fix merging not working when model2 of model merge node was a merge.
2023-07-08 22:31:10 -04:00
comfyanonymous
e7bee85df8
Add arguments to run the VAE in fp16 or bf16 for testing.
2023-07-06 23:23:46 -04:00
comfyanonymous
ddc6f12ad5
Disable autocast in unet for increased speed.
2023-07-05 21:58:29 -04:00
comfyanonymous
af7a49916b
Support loading unet files in diffusers format.
2023-07-05 17:38:59 -04:00
comfyanonymous
acf95191ff
Properly support SDXL diffusers loras for unet.
2023-07-04 21:15:23 -04:00
comfyanonymous
c3e96e637d
Pass device to CLIP model.
2023-07-03 16:09:37 -04:00
comfyanonymous
2c4e0b49b7
Switch to fp16 on some cards when the model is too big.
2023-07-02 10:00:57 -04:00
comfyanonymous
1c1b0e7299
--gpu-only now keeps the VAE on the device.
2023-07-01 15:22:40 -04:00
comfyanonymous
3b6fe51c1d
Leave text_encoder on the CPU when it can handle it.
2023-07-01 14:38:51 -04:00
comfyanonymous
b6a60fa696
Try to keep text encoders loaded and patched to increase speed.
...
load_model_gpu() is now used with the text encoder models instead of just
the unet.
2023-07-01 13:28:07 -04:00
comfyanonymous
97ee230682
Make highvram and normalvram shift the text encoders to vram and back.
...
This is faster on big text encoder models than running it on the CPU.
2023-07-01 12:37:23 -04:00
comfyanonymous
5a9ddf94eb
LoraLoader node now caches the lora file between executions.
2023-06-29 23:40:51 -04:00
comfyanonymous
62db11683b
Move unet to device right after loading on highvram mode.
2023-06-29 20:43:06 -04:00
comfyanonymous
2c7c14de56
Support for SDXL text encoder lora.
2023-06-28 02:22:49 -04:00
comfyanonymous
9b93b920be
Add CheckpointSave node to save checkpoints.
...
The created checkpoints contain workflow metadata that can be loaded by
dragging them on top of the UI or loading them with the "Load" button.
Checkpoints will be saved in fp16 or fp32 depending on the format ComfyUI
is using for inference on your hardware. To force fp32 use: --force-fp32
Anything that patches the model weights like merging or loras will be
saved.
The output directory is currently set to: output/checkpoints but that might
change in the future.
2023-06-26 12:22:27 -04:00
comfyanonymous
b72a7a835a
Support loras based on the stability unet implementation.
2023-06-26 02:56:11 -04:00
comfyanonymous
20f579d91d
Add DualClipLoader to load clip models for SDXL.
...
Update LoadClip to load clip models for SDXL refiner.
2023-06-25 01:40:38 -04:00
comfyanonymous
b7933960bb
Fix CLIPLoader node.
2023-06-24 13:56:46 -04:00
comfyanonymous
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.
2023-06-24 03:30:22 -04:00
