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170 Commits

Author SHA1 Message Date
doctorpangloss
264d84db39 Fix Pylint warnings 2024-11-18 14:10:58 -08:00
doctorpangloss
c0f072ee0f Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-11-18 13:12:31 -08:00
comfyanonymous
3b9a6cf2b1 Fix issue with 3d masks. 2024-11-13 07:18:30 -05:00
comfyanonymous
eb476e6ea9 Allow 1D masks for 1D latents. 2024-11-11 14:44:52 -05:00
comfyanonymous
8b90e50979 Properly handle and reshape masks when used on 3d latents. 2024-11-09 15:30:19 -05:00
doctorpangloss
772e768fe8 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-11-04 10:17:26 -08:00
comfyanonymous
09fdb2b269 Support SD3.5 medium diffusers format weights and loras. 2024-10-30 04:24:00 -04:00
doctorpangloss
a5467b897d Fix pylint error / 3.10 missing add_node 2024-10-29 19:37:06 -07:00
doctorpangloss
76a80a65ea Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-10-29 15:35:39 -07:00
doctorpangloss
4a13766d14 --base-paths argument adds additional paths to search for models/checkpoints, models/loras, etc. directories, including directories specified in this pattern by custom nodes 2024-10-29 14:27:14 -07:00
comfyanonymous
5cbb01bc2f Basic Genmo Mochi video model support. 
To use:
"Load CLIP" node with t5xxl + type mochi
"Load Diffusion Model" node with the mochi dit file.
"Load VAE" with the mochi vae file.

EmptyMochiLatentVideo node for the latent.
euler + linear_quadratic in the KSampler node.
 2024-10-26 06:54:00 -04:00
comfyanonymous
c3ffbae067 Make LatentUpscale nodes work on 3d latents. 2024-10-26 01:50:51 -04:00
comfyanonymous
a68bbafddb Support diffusion models with scaled fp8 weights. 2024-10-19 23:47:42 -04:00
doctorpangloss
bbe2ed330c Memory management and compilation improvements 
- Experimental support for sage attention on Linux
 - Diffusers loader now supports model indices
 - Transformers model management now aligns with updates to ComfyUI
 - Flux layers correctly use unbind
 - Add float8 support for model loading in more places
 - Experimental quantization approaches from Quanto and torchao
 - Model upscaling interacts with memory management better

This update also disables ROCm testing because it isn't reliable enough
on consumer hardware. ROCm is not really supported by the 7600.
 2024-10-09 09:13:47 -07:00
doctorpangloss
fa3176f96f Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-09-23 12:50:31 -07:00
doctorpangloss
4bdc208f29 Add noise to specific channels in a latent 2024-09-23 08:51:48 -07:00
pharmapsychotic
0b7dfa986d
Improve tiling calculations to reduce number of tiles that need to be processed. (#4944) 2024-09-17 03:51:10 -04:00
doctorpangloss
25e636fb65 Qwen2 2024-09-06 17:44:08 -07:00
doctorpangloss
fd503d8a96 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-08-29 16:37:30 -07:00
comfyanonymous
b33cd61070 InstantX canny controlnet. 2024-08-28 19:02:50 -04:00
doctorpangloss
0549f35e85 Merge commit '39fb74c5bd13a1dccf4d7293a2f7a755d9f43cbd' of github.com:comfyanonymous/ComfyUI 
- Improvements to tests
 - Fixes model management
 - Fixes issues with language nodes
 2024-08-13 20:08:56 -07:00
comfyanonymous
75b9b55b22 Fix issues with #4302 and support loading diffusers format flux. 2024-08-10 21:28:24 -04:00
Jaret Burkett
1765f1c60c
FLUX: Added full diffusers mapping for FLUX.1 schnell and dev. Adds full LoRA support from diffusers LoRAs. (#4302) 2024-08-10 21:26:41 -04:00
comfyanonymous
591010b7ef Support diffusers text attention flux loras. 2024-08-08 14:45:52 -04:00
doctorpangloss
39c6335331 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-08-05 16:13:20 -07:00
comfyanonymous
78e133d041 Support simple diffusers Flux loras. 2024-08-04 22:05:48 -04:00
comfyanonymous
2ba5cc8b86 Fix some issues. 2024-08-03 15:06:40 -04:00
comfyanonymous
ba9095e5bd Automatically use fp8 for diffusion model weights if: 
Checkpoint contains weights in fp8.

There isn't enough memory to load the diffusion model in GPU vram.
 2024-08-03 13:45:19 -04:00
doctorpangloss
0a1ae64b0b Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-08-01 16:19:11 -07:00
comfyanonymous
eb96c3bd82 Fix .sft file loading (they are safetensors files). 2024-08-01 11:32:58 -04:00
doctorpangloss
3d1d833e6f Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-07-15 14:22:49 -07:00
comfyanonymous
a3dffc447a Support AuraFlow Lora and loading model weights in diffusers format. 
You can load model weights in diffusers format using the UNETLoader node.
 2024-07-13 13:51:40 -04:00
doctorpangloss
a13088ccec Merge upstream 2024-07-04 11:58:55 -07:00
comfyanonymous
f8f7568d03 Basic SD3 controlnet implementation. 
Still missing the node to properly use it.
 2024-06-27 18:43:11 -04:00
comfyanonymous
4ef1479dcd Multi dimension tiled scale function and tiled VAE audio encoding fallback. 2024-06-22 11:57:49 -04:00
comfyanonymous
0d6a57938e Support loading diffusers SD3 model format with UNETLoader node. 2024-06-19 22:21:18 -04:00
comfyanonymous
b08a9dd04b Remove empty line. 2024-06-19 20:20:35 -04:00
doctorpangloss
92f435aba3 Fix progress updates 2024-06-19 13:40:28 -07:00
comfyanonymous
3914d5a2ae Support full SD3 loras. 2024-06-19 10:13:33 -04:00
doctorpangloss
d778277a68 Merge with upstream and fix tests 2024-06-10 10:01:08 -07:00
comfyanonymous
6cd8ffc465 Reshape the empty latent image to the right amount of channels if needed. 2024-06-08 02:35:08 -04:00
doctorpangloss
ebf2ef27c7 Improve LLM / language support 2024-06-06 14:57:52 -07:00
doctorpangloss
3125366eda Improve compatibility with comfyui-extra-models, improve API 2024-05-30 16:50:34 -07:00
doctorpangloss
8741cb3ce8 LLM support in ComfyUI 
- Currently uses `transformers`
 - Supports model management and correctly loading and unloading models
   based on what your machine can support
 - Includes a Text Diffusers 2 workflow to demonstrate text rendering in
   SD1.5
 2024-05-14 17:30:23 -07:00
doctorpangloss
881258acb6 Progress bar hooks, via the server, are now set via a context. This will be used in other places too. 2024-05-09 13:24:06 -07:00
doctorpangloss
f8fcfa6f08 Improve tracing to propagate to backend workers correctly when using the API. Fix distributed tests. 2024-05-07 13:44:34 -07:00
doctorpangloss
b0be335d59 Improved support for ControlNet workflows with depth 
- ComfyUI can now load EXR files.
 - There are new arithmetic nodes for floats and integers.
 - EXR nodes can load depth maps and be remapped with
   ImageApplyColormap. This allows end users to use ground truth depth
   data from video game engines or 3D graphics tools and recolor it to
   the format expected by depth ControlNets: grayscale inverse depth
   maps and "inferno" colored inverse depth maps.
 - Fixed license notes.
 - Added an additional known ControlNet model.
 - Because CV2 is now used to read OpenEXR files, an environment
   variable must be set early on in the application, before CV2 is
   imported. This file, main_pre, is now imported early on in more
   places.
 2024-03-26 22:32:15 -07:00
doctorpangloss
74a9c45395 Fix subpath model downloads 2024-03-18 10:10:34 -07:00
doctorpangloss
341c9f2e90 Improvements to node loading, node API, folder paths and progress 
- Improve node loading order. It now occurs "as late as possible".
   Configuration should be exposed as per the README.
 - Added methods to specify custom folders and models used in examples
   more robustly for custom nodes.
 - Downloading models can now be gracefully interrupted.
 - Progress notifications are now sent over the network for distributed
   ComfyUI operations.
 - Python objects have been moved around to prevent less transitive
   package importing issues.
 2024-03-13 16:14:18 -07:00
doctorpangloss
93cdef65a4 Merge upstream 2024-03-12 09:49:47 -07:00
comfyanonymous
0ed72befe1 Change log levels. 
Logging level now defaults to info. --verbose sets it to debug.
 2024-03-11 13:54:56 -04:00
doctorpangloss
00728eb20f Merge upstream 2024-03-11 09:32:57 -07:00
Benjamin Berman
3c57ef831c Download known models from HuggingFace 2024-03-11 00:15:06 -07:00
comfyanonymous
65397ce601 Replace prints with logging and add --verbose argument. 2024-03-10 12:14:23 -04:00
doctorpangloss
c0d9bc0129 Merge with upstream 2024-03-08 15:17:20 -08:00
comfyanonymous
1abf8374ec utils.set_attr can now be used to set any attribute. 
The old set_attr has been renamed to set_attr_param.
 2024-03-02 17:27:23 -05:00
doctorpangloss
272e3ee357 (broken) Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-02-27 16:58:34 -08:00
comfyanonymous
b416be7d78 Make the text projection saved in the checkpoint the right format. 2024-02-27 01:52:23 -05:00
doctorpangloss
bd5073caf2 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-02-26 08:51:07 -08:00
comfyanonymous
1cb3f6a83b Move text projection into the CLIP model code. 
Fix issue with not loading the SSD1B clip correctly.
 2024-02-25 01:41:08 -05:00
doctorpangloss
7520691021 Merge with master 2024-02-19 10:55:22 -08:00
comfyanonymous
667c92814e Stable Cascade Stage B. 2024-02-16 13:02:03 -05:00
doctorpangloss
72e92514a4 Better compatibility with pre-existing prompt_worker method 2024-02-08 18:07:37 -08:00
doctorpangloss
8e9052c843 Merge with upstream 2024-02-07 14:27:50 -08:00
comfyanonymous
236bda2683 Make minimum tile size the size of the overlap. 2024-02-05 01:29:26 -05:00
doctorpangloss
369aeb598f Merge upstream, fix 3.12 compatibility, fix nightlies issue, fix broken node 2024-01-03 16:00:36 -08:00
comfyanonymous
9ac0b487ac Make --gpu-only put intermediate values in GPU memory instead of cpu. 2023-12-08 02:35:45 -05:00
Benjamin Berman
01312a55a4 merge upstream 2023-12-03 20:41:13 -08:00
comfyanonymous
61a123a1e0 A different way of handling multiple images passed to SVD. 
Previously when a list of 3 images [0, 1, 2] was used for a 6 frame video
they were concated like this:
[0, 1, 2, 0, 1, 2]

now they are concated like this:
[0, 0, 1, 1, 2, 2]
 2023-12-03 03:31:47 -05:00
comfyanonymous
c3ae99a749 Allow controlling downscale and upscale methods in PatchModelAddDownscale. 2023-11-22 03:23:16 -05:00
comfyanonymous
9f00a18095 Fix potential issues. 2023-11-16 14:59:54 -05:00
comfyanonymous
c962884a5c Make bislerp work on GPU. 2023-11-14 11:38:36 -05:00
comfyanonymous
4a8a839b40 Add option to use in place weight updating in ModelPatcher. 2023-11-11 01:11:12 -05:00
comfyanonymous
6ec3f12c6e Support SSD1B model and make it easier to support asymmetric unets. 2023-10-27 14:45:15 -04:00
doctorpangloss
04d0ecd0d4 merge upstream 2023-10-17 17:49:31 -07:00
Benjamin Berman
d21655b5a2 merge upstream 2023-10-17 14:47:59 -07:00
comfyanonymous
d44a2de49f Make VAE code closer to sgm. 2023-10-17 15:18:51 -04:00
comfyanonymous
20d3852aa1 Pull some small changes from the other repo. 2023-10-11 20:38:48 -04:00
doctorpangloss
e8b60dfc6e merge upstream 2023-10-06 15:02:31 -07:00
comfyanonymous
7c9a92f552 Don't depend on torchvision. 2023-09-19 13:12:47 -04:00
MoonRide303
2b6b178173 Added support for lanczos scaling 2023-09-19 10:40:38 +02:00
comfyanonymous
a74c5dbf37 Move some functions to utils.py 2023-09-02 22:33:37 -04:00
comfyanonymous
77a176f9e0 Use common function to reshape batch to. 2023-09-02 03:42:49 -04:00
doctorpangloss
db673f7728 merge upstream 2023-08-29 13:36:53 -07:00
comfyanonymous
c77f02e1c6 Move controlnet code to comfy/controlnet.py 2023-08-25 17:33:04 -04:00
comfyanonymous
51dde87e97 Try to free enough vram for control lora inference. 2023-08-24 17:20:54 -04:00
Benjamin Berman
d25d5e75f0 wip make package structure coherent 2023-08-22 11:35:20 -07:00
Benjamin Berman
550788eaca Updates for better compatibility with DeepFloyd 2023-08-04 15:44:02 -07:00
comfyanonymous
58b2364f58 Properly support SDXL diffusers unet with UNETLoader node. 2023-07-21 14:38:56 -04:00
comfyanonymous
490771b7f4 Speed up lora loading a bit. 2023-07-15 13:25:22 -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
acf95191ff Properly support SDXL diffusers loras for unet. 2023-07-04 21:15:23 -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
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
735ac4cf81 Remove pytorch_lightning dependency. 2023-06-13 10:11:33 -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
d5a28fadaa Add latent2rgb preview 2023-06-05 18:39:56 -05:00
space-nuko
b4f434ee66 Preview sampled images with TAESD 2023-06-05 09:20:17 -05:00