comfyanonymous
46dc050c9f
Fix potential tensors being on different devices issues.
2023-07-12 19:29:27 -04:00
KarryCharon
3e2309f149
fix mps miss import
2023-07-12 10:06:34 +08:00
comfyanonymous
606a537090
Support SDXL embedding format with 2 CLIP.
2023-07-10 10:34:59 -04:00
comfyanonymous
6ad0a6d7e2
Don't patch weights when multiplier is zero.
2023-07-09 17:46:56 -04:00
comfyanonymous
d5323d16e0
latent2rgb matrix for SDXL.
2023-07-09 13:59:09 -04:00
comfyanonymous
0ae81c03bb
Empty cache after model unloading for normal vram and lower.
2023-07-09 09:56:03 -04:00
comfyanonymous
d3f5998218
Support loading clip_g from diffusers in CLIP Loader nodes.
2023-07-09 09:33:53 -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
bb5fbd29e9
Merge branch 'condmask-fix' of https://github.com/vmedea/ComfyUI
2023-07-07 01:52:25 -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
608fcc2591
Fix bug with weights when prompt is long.
2023-07-06 02:43:40 -04:00
comfyanonymous
ddc6f12ad5
Disable autocast in unet for increased speed.
2023-07-05 21:58:29 -04:00
comfyanonymous
603f02d613
Fix loras not working when loading checkpoint with config.
2023-07-05 19:42:24 -04:00
comfyanonymous
af7a49916b
Support loading unet files in diffusers format.
2023-07-05 17:38:59 -04:00
comfyanonymous
e57cba4c61
Add gpu variations of the sde samplers that are less deterministic
...
but faster.
2023-07-05 01:39:38 -04:00
comfyanonymous
f81b192944
Add logit scale parameter so it's present when saving the checkpoint.
2023-07-04 23:01:28 -04:00
comfyanonymous
acf95191ff
Properly support SDXL diffusers loras for unet.
2023-07-04 21:15:23 -04:00
mara
c61a95f9f7
Fix size check for conditioning mask
...
The wrong dimensions were being checked, [1] and [2] are the image size.
not [2] and [3]. This results in an out-of-bounds error if one of them
actually matches.
2023-07-04 16:34:42 +02:00
comfyanonymous
8d694cc450
Fix issue with OSX.
2023-07-04 02:09:02 -04:00
comfyanonymous
c3e96e637d
Pass device to CLIP model.
2023-07-03 16:09:37 -04:00
comfyanonymous
5e6bc824aa
Allow passing custom path to clip-g and clip-h.
2023-07-03 15:45:04 -04:00
comfyanonymous
dc9d1f31c8
Improvements for OSX.
2023-07-03 00:08:30 -04:00
comfyanonymous
103c487a89
Cleanup.
2023-07-02 11:58:23 -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
6f3d9f52db
Add a --force-fp16 argument to force fp16 for testing.
2023-07-01 22:42:35 -04:00
comfyanonymous
1c1b0e7299
--gpu-only now keeps the VAE on the device.
2023-07-01 15:22:40 -04:00
comfyanonymous
ce35d8c659
Lower latency by batching some text encoder inputs.
2023-07-01 15:07:39 -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
9920367d3c
Fix embeddings not working with --gpu-only
2023-06-29 20:43:06 -04:00
comfyanonymous
62db11683b
Move unet to device right after loading on highvram mode.
2023-06-29 20:43:06 -04:00
comfyanonymous
4376b125eb
Remove useless code.
2023-06-29 00:26:33 -04:00
comfyanonymous
89120f1fbe
This is unused but it should be 1280.
2023-06-28 18:04:23 -04:00
comfyanonymous
2c7c14de56
Support for SDXL text encoder lora.
2023-06-28 02:22:49 -04:00
comfyanonymous
fcef47f06e
Fix bug.
2023-06-28 00:38:07 -04:00
comfyanonymous
8248babd44
Use pytorch attention by default on nvidia when xformers isn't present.
...
Add a new argument --use-quad-cross-attention
2023-06-26 13:03:44 -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
c71a7e6b20
Fix ddim + inpainting not working.
2023-06-26 00:48:48 -04:00
comfyanonymous
4eab00e14b
Set the seed in the SDE samplers to make them more reproducible.
2023-06-25 03:04:57 -04:00
comfyanonymous
cef6aa62b2
Add support for TAESD decoder for SDXL.
2023-06-25 02:38:14 -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
78d8035f73
Fix bug with controlnet.
2023-06-24 11:02:38 -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
comfyanonymous
fa28d7334b
Remove useless code.
2023-06-23 12:35:26 -04:00
comfyanonymous
8607c2d42d
Move latent scale factor from VAE to model.
2023-06-23 02:33:31 -04:00
comfyanonymous
30a3861946
Fix bug when yaml config has no clip params.
2023-06-23 01:12:59 -04:00
comfyanonymous
9e37f4c7d5
Fix error with ClipVision loader node.
2023-06-23 01:08:05 -04:00
comfyanonymous
9f83b098c9
Don't merge weights when shapes don't match and print a warning.
2023-06-22 19:08:31 -04:00
comfyanonymous
f87ec10a97
Support base SDXL and SDXL refiner models.
...
Large refactor of the model detection and loading code.
2023-06-22 13:03:50 -04:00
comfyanonymous
9fccf4aa03
Add original_shape parameter to transformer patch extra_options.
2023-06-21 13:22:01 -04:00
comfyanonymous
51581dbfa9
Fix last commits causing an issue with the text encoder lora.
2023-06-20 19:44:39 -04:00
comfyanonymous
8125b51a62
Keep a set of model_keys for faster add_patches.
2023-06-20 19:08:48 -04:00
comfyanonymous
45beebd33c
Add a type of model patch useful for model merging.
2023-06-20 17:34:11 -04:00
comfyanonymous
036a22077c
Fix k_diffusion math being off by a tiny bit during txt2img.
2023-06-19 15:28:54 -04:00
comfyanonymous
8883cb0f67
Add a way to set patches that modify the attn2 output.
...
Change the transformer patches function format to be more future proof.
2023-06-18 22:58:22 -04:00
comfyanonymous
cd930d4e7f
pop clip vision keys after loading them.
2023-06-18 21:21:17 -04:00
comfyanonymous
c9e4a8c9e5
Not needed anymore.
2023-06-18 13:06:59 -04:00
comfyanonymous
fb4bf7f591
This is not needed anymore and causes issues with alphas_cumprod.
2023-06-18 03:18:25 -04:00
comfyanonymous
45be2e92c1
Fix DDIM v-prediction.
2023-06-17 20:48:21 -04:00
comfyanonymous
e6e50ab2dd
Fix an issue when alphas_comprod are half floats.
2023-06-16 17:16:51 -04:00
comfyanonymous
ae43f09ef7
All the unet weights should now be initialized with the right dtype.
2023-06-15 18:42:30 -04:00
comfyanonymous
f7edcfd927
Add a --gpu-only argument to keep and run everything on the GPU.
...
Make the CLIP model work on the GPU.
2023-06-15 15:38:52 -04:00
comfyanonymous
7bf89ba923
Initialize more unet weights as the right dtype.
2023-06-15 15:00:10 -04:00
comfyanonymous
e21d9ad445
Initialize transformer unet block weights in right dtype at the start.
2023-06-15 14:29:26 -04:00
comfyanonymous
bb1f45d6e8
Properly disable weight initialization in clip models.
2023-06-14 20:13:08 -04:00
comfyanonymous
21f04fe632
Disable default weight values in unet conv2d for faster loading.
2023-06-14 19:46:08 -04:00
comfyanonymous
9d54066ebc
This isn't needed for inference.
2023-06-14 13:05:08 -04:00
comfyanonymous
fa2cca056c
Don't initialize CLIPVision weights to default values.
2023-06-14 12:57:02 -04:00
comfyanonymous
6b774589a5
Set model to fp16 before loading the state dict to lower ram bump.
2023-06-14 12:48:02 -04:00
comfyanonymous
0c7cad404c
Don't initialize clip weights to default values.
2023-06-14 12:47:36 -04:00
comfyanonymous
6971646b8b
Speed up model loading a bit.
...
Default pytorch Linear initializes the weights which is useless and slow.
2023-06-14 12:09:41 -04:00
comfyanonymous
388567f20b
sampler_cfg_function now uses a dict for the argument.
...
This means arguments can be added without issues.
2023-06-13 16:10:36 -04:00
comfyanonymous
ff9b22d79e
Turn on safe load for a few models.
2023-06-13 10:12:03 -04:00
comfyanonymous
735ac4cf81
Remove pytorch_lightning dependency.
2023-06-13 10:11:33 -04:00
comfyanonymous
2b14041d4b
Remove useless code.
2023-06-13 02:40:58 -04:00
comfyanonymous
274dff3257
Remove more useless files.
2023-06-13 02:22:19 -04:00
comfyanonymous
f0a2b81cd0
Cleanup: Remove a bunch of useless files.
2023-06-13 02:19:08 -04:00
comfyanonymous
f8c5931053
Split the batch in VAEEncode if there's not enough memory.
2023-06-12 00:21:50 -04:00
comfyanonymous
c069fc0730
Auto switch to tiled VAE encode if regular one runs out of memory.
2023-06-11 23:25:39 -04:00
comfyanonymous
c64ca8c0b2
Refactor unCLIP noise augment out of samplers.py
2023-06-11 04:01:18 -04:00
comfyanonymous
de142eaad5
Simpler base model code.
2023-06-09 12:31:16 -04:00
comfyanonymous
23cf8ca7c5
Fix bug when embedding gets ignored because of mismatched size.
2023-06-08 23:48:14 -04:00
comfyanonymous
0e425603fb
Small refactor.
2023-06-06 13:23:01 -04:00
comfyanonymous
a3a713b6c5
Refactor previews into one command line argument.
...
Clean up a few things.
2023-06-06 02:13:05 -04:00
space-nuko
3e17971acb
preview method autodetection
2023-06-05 18:59:10 -05:00
space-nuko
d5a28fadaa
Add latent2rgb preview
2023-06-05 18:39:56 -05:00
space-nuko
48f7ec750c
Make previews into cli option
2023-06-05 13:19:02 -05:00
space-nuko
b4f434ee66
Preview sampled images with TAESD
2023-06-05 09:20:17 -05:00
comfyanonymous
fed0a4dd29
Some comments to say what the vram state options mean.
2023-06-04 17:51:04 -04:00
comfyanonymous
0a5fefd621
Cleanups and fixes for model_management.py
...
Hopefully fix regression on MPS and CPU.
2023-06-03 11:05:37 -04:00
comfyanonymous
700491d81a
Implement global average pooling for controlnet.
2023-06-03 01:49:03 -04:00
comfyanonymous
67892b5ac5
Refactor and improve model_management code related to free memory.
2023-06-02 15:21:33 -04:00
space-nuko
499641ebf1
More accurate total
2023-06-02 00:14:41 -05:00
space-nuko
b5dd15c67a
System stats endpoint
2023-06-01 23:26:23 -05:00
comfyanonymous
5c38958e49
Tweak lowvram model memory so it's closer to what it was before.
2023-06-01 04:04:35 -04:00
comfyanonymous
94680732d3
Empty cache on mps.
2023-06-01 03:52:51 -04:00
