Commit Graph

75 Commits

Author SHA1 Message Date
comfyanonymous 8b90e50979 Properly handle and reshape masks when used on 3d latents. 2024-11-09 15:30:19 -05:00
comfyanonymous 09fdb2b269 Support SD3.5 medium diffusers format weights and loras. 2024-10-30 04:24:00 -04:00
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
pharmapsychotic 0b7dfa986d
Improve tiling calculations to reduce number of tiles that need to be processed. (#4944) 2024-09-17 03:51:10 -04:00
comfyanonymous b33cd61070 InstantX canny controlnet. 2024-08-28 19:02:50 -04:00
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
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
comfyanonymous eb96c3bd82 Fix .sft file loading (they are safetensors files). 2024-08-01 11:32:58 -04:00
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
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
comfyanonymous 3914d5a2ae Support full SD3 loras. 2024-06-19 10:13:33 -04:00
comfyanonymous 6cd8ffc465 Reshape the empty latent image to the right amount of channels if needed. 2024-06-08 02:35:08 -04:00
comfyanonymous 0ed72befe1 Change log levels.
Logging level now defaults to info. --verbose sets it to debug.
2024-03-11 13:54:56 -04:00
comfyanonymous 65397ce601 Replace prints with logging and add --verbose argument. 2024-03-10 12:14:23 -04:00
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
comfyanonymous b416be7d78 Make the text projection saved in the checkpoint the right format. 2024-02-27 01:52:23 -05:00
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
comfyanonymous 667c92814e Stable Cascade Stage B. 2024-02-16 13:02:03 -05:00
comfyanonymous 236bda2683 Make minimum tile size the size of the overlap. 2024-02-05 01:29:26 -05:00
comfyanonymous 9ac0b487ac Make --gpu-only put intermediate values in GPU memory instead of cpu. 2023-12-08 02:35:45 -05:00
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
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
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
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
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