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74 Commits

Author SHA1 Message Date
comfyanonymous
44416ad2e5 Support SD3.5 medium diffusers format weights and loras. 2024-10-30 04:24:00 -04:00
comfyanonymous
9f8e7912ef 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
5bbe9b0efe Make LatentUpscale nodes work on 3d latents. 2024-10-26 01:50:51 -04:00
comfyanonymous
077a32ca01 Support diffusion models with scaled fp8 weights. 2024-10-19 23:47:42 -04:00
pharmapsychotic
2f9f603a4f Improve tiling calculations to reduce number of tiles that need to be processed. (#4944) 2024-09-17 03:51:10 -04:00
comfyanonymous
739d31c73a InstantX canny controlnet. 2024-08-28 19:02:50 -04:00
comfyanonymous
2f4624cf42 Fix issues with #4302 and support loading diffusers format flux. 2024-08-10 21:28:24 -04:00
Jaret Burkett
fd5b77aba9 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
6e0e401ebe Support diffusers text attention flux loras. 2024-08-08 14:45:52 -04:00
comfyanonymous
261c6ba855 Support simple diffusers Flux loras. 2024-08-04 22:05:48 -04:00
comfyanonymous
f27f0f8a48 Fix some issues. 2024-08-03 15:06:40 -04:00
comfyanonymous
753d9640f9 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
comfyanonymous
5d5b9dcf89 Fix .sft file loading (they are safetensors files). 2024-08-01 11:32:58 -04:00
comfyanonymous
29c17be75e 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
comfyanonymous
0a433146b6 Basic SD3 controlnet implementation. 
Still missing the node to properly use it.
 2024-06-27 18:43:11 -04:00
comfyanonymous
d9ce4f734d Multi dimension tiled scale function and tiled VAE audio encoding fallback. 2024-06-22 11:57:49 -04:00
comfyanonymous
eabd70d64d Support loading diffusers SD3 model format with UNETLoader node. 2024-06-19 22:21:18 -04:00
comfyanonymous
5d8206517c Remove empty line. 2024-06-19 20:20:35 -04:00
comfyanonymous
ffc4037b46 Support full SD3 loras. 2024-06-19 10:13:33 -04:00
comfyanonymous
372b1130d1 Reshape the empty latent image to the right amount of channels if needed. 2024-06-08 02:35:08 -04:00
comfyanonymous
46e5a518c3 Change log levels. 
Logging level now defaults to info. --verbose sets it to debug.
 2024-03-11 13:54:56 -04:00
comfyanonymous
35d0fd9a5d Replace prints with logging and add --verbose argument. 2024-03-10 12:14:23 -04:00
comfyanonymous
e7fb76e67b 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
comfyanonymous
b80c33e2f3 Make the text projection saved in the checkpoint the right format. 2024-02-27 01:52:23 -05:00
comfyanonymous
9e5c5a0ad3 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
comfyanonymous
e5a0f735be Stable Cascade Stage B. 2024-02-16 13:02:03 -05:00
comfyanonymous
67ed9f9fb5 Make minimum tile size the size of the overlap. 2024-02-05 01:29:26 -05:00
comfyanonymous
63349484b8 Make --gpu-only put intermediate values in GPU memory instead of cpu. 2023-12-08 02:35:45 -05:00
comfyanonymous
31feea98b0 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
2f876a465b Allow controlling downscale and upscale methods in PatchModelAddDownscale. 2023-11-22 03:23:16 -05:00
comfyanonymous
3d07161f42 Fix potential issues. 2023-11-16 14:59:54 -05:00
comfyanonymous
95a0f5b46b Make bislerp work on GPU. 2023-11-14 11:38:36 -05:00
comfyanonymous
b8824accfa Add option to use in place weight updating in ModelPatcher. 2023-11-11 01:11:12 -05:00
comfyanonymous
d4bc91d58f Support SSD1B model and make it easier to support asymmetric unets. 2023-10-27 14:45:15 -04:00
comfyanonymous
459787f78f Make VAE code closer to sgm. 2023-10-17 15:18:51 -04:00
comfyanonymous
18e4504de7 Pull some small changes from the other repo. 2023-10-11 20:38:48 -04:00
comfyanonymous
e67a083a9f Don't depend on torchvision. 2023-09-19 13:12:47 -04:00
MoonRide303
20d8e318c5 Added support for lanczos scaling 2023-09-19 10:40:38 +02:00
comfyanonymous
809db6d52f Move some functions to utils.py 2023-09-02 22:33:37 -04:00
comfyanonymous
9f5ce6652b Use common function to reshape batch to. 2023-09-02 03:42:49 -04:00
comfyanonymous
a2602fc4f9 Move controlnet code to comfy/controlnet.py 2023-08-25 17:33:04 -04:00
comfyanonymous
74d1dfb0ad Try to free enough vram for control lora inference. 2023-08-24 17:20:54 -04:00
comfyanonymous
be012f4b28 Properly support SDXL diffusers unet with UNETLoader node. 2023-07-21 14:38:56 -04:00
comfyanonymous
73c2afbe44 Speed up lora loading a bit. 2023-07-15 13:25:22 -04:00
comfyanonymous
c6391df3a5 Fix loras not working when loading checkpoint with config. 2023-07-05 19:42:24 -04:00
comfyanonymous
2ff6108df3 Support loading unet files in diffusers format. 2023-07-05 17:38:59 -04:00
comfyanonymous
60bdf7c00b Properly support SDXL diffusers loras for unet. 2023-07-04 21:15:23 -04:00
comfyanonymous
95008c22cd 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
08f1f7686c 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
27c98d1d24 Remove pytorch_lightning dependency. 2023-06-13 10:11:33 -04:00