ComfyUI

Author	SHA1	Message	Date
comfyanonymous	763b0cf024	Fix control lora not working in fp32.	1 year ago
comfyanonymous	199d73364a	Fix ControlLora on lowvram.	1 year ago
comfyanonymous	d08e53de2e	Remove autocast from controlnet code.	1 year ago
comfyanonymous	c9b562aed1	Free more memory before VAE encode/decode.	1 year ago
comfyanonymous	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.	1 year ago
comfyanonymous	c28db1f315	Fix potential issues with patching models when saving checkpoints.	1 year ago
comfyanonymous	89a0767abf	Smarter memory management. Try to keep models on the vram when possible. Better lowvram mode for controlnets.	1 year ago
comfyanonymous	53f326a3d8	Support diffusers mini controlnets.	1 year ago
comfyanonymous	c8a23ce9e8	Support for yet another lora type based on diffusers.	1 year ago
comfyanonymous	c20583286f	Support diffuser text encoder loras.	1 year ago
comfyanonymous	d8e58f0a7e	Detect hint_channels from controlnet.	1 year ago
comfyanonymous	c5d7593ccf	Support loras in diffusers format.	1 year ago
comfyanonymous	4b957a0010	Initialize the unet directly on the target device.	1 year ago
comfyanonymous	727588d076	Fix some new loras.	1 year ago
comfyanonymous	5f75d784a1	Start is now 0.0 and end is now 1.0 for the timestep ranges.	1 year ago
comfyanonymous	7ff14b62f8	ControlNetApplyAdvanced can now define when controlnet gets applied.	1 year ago
comfyanonymous	22f29d66ca	Try to fix memory issue with lora.	1 year ago
comfyanonymous	12a6e93171	Del the right object when applying lora.	1 year ago
comfyanonymous	78e7958d17	Support controlnet in diffusers format.	1 year ago
comfyanonymous	09386a3697	Fix issue with lora in some cases when combined with model merging.	1 year ago
comfyanonymous	58b2364f58	Properly support SDXL diffusers unet with UNETLoader node.	1 year ago
comfyanonymous	0115018695	Print errors and continue when lora weights are not compatible.	1 year ago
comfyanonymous	3ded1a3a04	Refactor of sampler code to deal more easily with different model types.	1 year ago
comfyanonymous	5f57362613	Lower lora ram usage when in normal vram mode.	1 year ago
comfyanonymous	490771b7f4	Speed up lora loading a bit.	1 year ago
comfyanonymous	50b1180dde	Fix CLIPSetLastLayer not reverting when removed.	1 year ago
comfyanonymous	6fb084f39d	Reduce floating point rounding errors in loras.	1 year ago
comfyanonymous	91ed2815d5	Add a node to merge CLIP models.	1 year ago
comfyanonymous	6ad0a6d7e2	Don't patch weights when multiplier is zero.	1 year ago
comfyanonymous	a9a4ba7574	Fix merging not working when model2 of model merge node was a merge.	1 year ago
comfyanonymous	e7bee85df8	Add arguments to run the VAE in fp16 or bf16 for testing.	1 year ago
comfyanonymous	ddc6f12ad5	Disable autocast in unet for increased speed.	1 year ago
comfyanonymous	af7a49916b	Support loading unet files in diffusers format.	1 year ago
comfyanonymous	acf95191ff	Properly support SDXL diffusers loras for unet.	1 year ago
comfyanonymous	c3e96e637d	Pass device to CLIP model.	1 year ago
comfyanonymous	2c4e0b49b7	Switch to fp16 on some cards when the model is too big.	1 year ago
comfyanonymous	1c1b0e7299	--gpu-only now keeps the VAE on the device.	1 year ago
comfyanonymous	3b6fe51c1d	Leave text_encoder on the CPU when it can handle it.	1 year ago
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.	1 year ago
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.	1 year ago
comfyanonymous	5a9ddf94eb	LoraLoader node now caches the lora file between executions.	1 year ago
comfyanonymous	62db11683b	Move unet to device right after loading on highvram mode.	1 year ago
comfyanonymous	2c7c14de56	Support for SDXL text encoder lora.	1 year ago
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.	1 year ago
comfyanonymous	b72a7a835a	Support loras based on the stability unet implementation.	1 year ago
comfyanonymous	20f579d91d	Add DualClipLoader to load clip models for SDXL. Update LoadClip to load clip models for SDXL refiner.	1 year ago
comfyanonymous	b7933960bb	Fix CLIPLoader node.	1 year ago
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.	1 year ago
comfyanonymous	8607c2d42d	Move latent scale factor from VAE to model.	1 year ago
comfyanonymous	30a3861946	Fix bug when yaml config has no clip params.	1 year ago

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141 Commits (763b0cf024c8fd462343ab0a8cfdab099714168b)