cfe1c54de8
Fix controlnet issue.
2 years ago
1c012d69af
It doesn't make sense for c_crossattn and c_concat to be lists.
2 years ago
7e941f9f24
Clean up DiffusersLoader node.
2 years ago
18617967e5
Fix error message in model_patcher.py
...
Found while tinkering.
2 years ago
fe4c07400c
Fix "Load Checkpoint with config" node.
2 years ago
f2f5e5dcbb
Support SDXL t2i adapters with 3 channel input.
2 years ago
15adc3699f
Move beta_schedule to model_config and allow disabling unet creation.
2 years ago
bed116a1f9
Remove optimization that caused border.
2 years ago
65cae62c71
No need to check filename extensions to detect shuffle controlnet.
2 years ago
4e89b2c25a
Put clip vision outputs on the CPU.
2 years ago
a094b45c93
Load clipvision model to GPU for faster performance.
2 years ago
1300a1bb4c
Text encoder should initially load on the offload_device not the regular.
2 years ago
f92074b84f
Move ModelPatcher to model_patcher.py
2 years ago
4798cf5a62
Implement loras with norm keys.
2 years ago
b8c7c770d3
Enable bf16-vae by default on ampere and up.
2 years ago
1c794a2161
Fallback to slice attention if xformers doesn't support the operation.
2 years ago
d935ba50c4
Make --bf16-vae work on torch 2.0
2 years ago
a57b0c797b
Fix lowvram model merging.
2 years ago
f72780a7e3
The new smart memory management makes this unnecessary.
2 years ago
c77f02e1c6
Move controlnet code to comfy/controlnet.py
2 years ago
15a7716fa6
Move lora code to comfy/lora.py
2 years ago
ec96f6d03a
Move text_projection to base clip model.
2 years ago
30eb92c3cb
Code cleanups.
2 years ago
51dde87e97
Try to free enough vram for control lora inference.
2 years ago
e3d0a9a490
Fix potential issue with text projection matrix multiplication.
2 years ago
cc44ade79e
Always shift text encoder to GPU when the device supports fp16.
2 years ago
a6ef08a46a
Even with forced fp16 the cpu device should never use it.
2 years ago
00c0b2c507
Initialize text encoder to target dtype.
2 years ago
f081017c1a
Save memory by storing text encoder weights in fp16 in most situations.
...
Do inference in fp32 to make sure quality stays the exact same.
2 years ago
afcb9cb1df
All resolutions now work with t2i adapter for SDXL.
2 years ago
85fde89d7f
T2I adapter SDXL.
2 years ago
cf5ae46928
Controlnet/t2iadapter cleanup.
2 years ago
763b0cf024
Fix control lora not working in fp32.
2 years ago
199d73364a
Fix ControlLora on lowvram.
2 years ago
d08e53de2e
Remove autocast from controlnet code.
2 years ago
0d7b0a4dc7
Small cleanups.
2 years ago
9225465975
Further tuning and fix mem_free_total.
2 years ago
2c096e4260
Add ipex optimize and other enhancements for Intel GPUs based on recent memory changes.
2 years ago
e9469e732d
--disable-smart-memory now disables loading model directly to vram.
2 years ago
c9b562aed1
Free more memory before VAE encode/decode.
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
39ac856a33
ReVision support: unclip nodes can now be used with SDXL.
2 years ago
76d53c4622
Add support for clip g vision model to CLIPVisionLoader.
2 years ago
e59fe0537a
Fix referenced before assignment
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For https://github.com/BlenderNeko/ComfyUI_TiledKSampler/issues/13
2 years ago
be9c5e25bc
Fix issue with not freeing enough memory when sampling.
2 years ago
ac0758a1a4
Fix bug with lowvram and controlnet advanced node.
2 years ago
c28db1f315
Fix potential issues with patching models when saving checkpoints.
2 years ago
3aee33b54e
Add --disable-smart-memory for those that want the old behaviour.
2 years ago
2be2742711
Fix issue with regular torch version.
2 years ago
comfyanonymous
Simon Lui
Alexopus