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ComfyUI
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598 Commits

Author SHA1 Message Date
comfyanonymous 5e885bd9c8 Cleanup. 2023-10-10 21:46:53 -04:00
comfyanonymous 851bb87ca9 Merge branch 'taesd_safetensors' of https://github.com/mochiya98/ComfyUI 2023-10-10 21:42:35 -04:00
Yukimasa Funaoka 9eb621c95a
Supports TAESD models in safetensors format 2023-10-10 13:21:44 +09:00
comfyanonymous d1a0abd40b Merge branch 'input-directory' of https://github.com/jn-jairo/ComfyUI 2023-10-09 01:53:29 -04:00
comfyanonymous 72188dffc3 load_checkpoint_guess_config can now optionally output the model. 2023-10-06 13:48:18 -04:00
Jairo Correa 63e5fd1790 Option to input directory 2023-10-04 19:45:15 -03:00
City 9bfec2bdbf Fix quality loss due to low precision 2023-10-04 15:40:59 +02:00
badayvedat 0f17993d05 fix: typo in extra sampler 2023-09-29 06:09:59 +03:00
comfyanonymous 66756de100 Add SamplerDPMPP_2M_SDE node. 2023-09-28 21:56:23 -04:00
comfyanonymous 71713888c4 Print missing VAE keys. 2023-09-28 00:54:57 -04:00
comfyanonymous d234ca558a Add missing samplers to KSamplerSelect. 2023-09-28 00:17:03 -04:00
comfyanonymous 1adcc4c3a2 Add a SamplerCustom Node. 
This node takes a list of sigmas and a sampler object as input.

This lets people easily implement custom schedulers and samplers as nodes.

More nodes will be added to it in the future.
 2023-09-27 22:21:18 -04:00
comfyanonymous bf3fc2f1b7 Refactor sampling related code. 2023-09-27 16:45:22 -04:00
comfyanonymous fff491b032 Model patches can now know which batch is positive and negative. 2023-09-27 12:04:07 -04:00
comfyanonymous 1d6dd83184 Scheduler code refactor. 2023-09-26 17:07:07 -04:00
comfyanonymous 446caf711c Sampling code refactor. 2023-09-26 13:45:15 -04:00
comfyanonymous 76cdc809bf Support more controlnet models. 2023-09-23 18:47:46 -04:00
comfyanonymous ae87543653 Merge branch 'cast_intel' of https://github.com/simonlui/ComfyUI 2023-09-23 00:57:17 -04:00
Simon Lui eec449ca8e Allow Intel GPUs to LoRA cast on GPU since it supports BF16 natively. 2023-09-22 21:11:27 -07:00
comfyanonymous afa2399f79 Add a way to set output block patches to modify the h and hsp. 2023-09-22 20:26:47 -04:00
comfyanonymous 492db2de8d Allow having a different pooled output for each image in a batch. 2023-09-21 01:14:42 -04:00
comfyanonymous 1cdfb3dba4 Only do the cast on the device if the device supports it. 2023-09-20 17:52:41 -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 b92bf8196e Do lora cast on GPU instead of CPU for higher performance. 2023-09-18 23:04:49 -04:00
comfyanonymous 321c5fa295 Enable pytorch attention by default on xpu. 2023-09-17 04:09:19 -04:00
comfyanonymous 61b1f67734 Support models without previews. 2023-09-16 12:59:54 -04:00
comfyanonymous 43d4935a1d Add cond_or_uncond array to transformer_options so hooks can check what is 
cond and what is uncond.
 2023-09-15 22:21:14 -04:00
comfyanonymous 415abb275f Add DDPM sampler. 2023-09-15 19:22:47 -04:00
comfyanonymous 94e4fe39d8 This isn't used anywhere. 2023-09-15 12:03:03 -04:00
comfyanonymous 44361f6344 Support for text encoder models that need attention_mask. 2023-09-15 02:02:05 -04:00
comfyanonymous 0d8f376446 Set last layer on SD2.x models uses the proper indexes now. 
Before I had made the last layer the penultimate layer because some
checkpoints don't have them but it's not consistent with the others models.

TLDR: for SD2.x models only: CLIPSetLastLayer -1 is now -2.
 2023-09-14 20:28:22 -04:00
comfyanonymous 0966d3ce82 Don't run text encoders on xpu because there are issues. 2023-09-14 12:16:07 -04:00
comfyanonymous 3039b08eb1 Only parse command line args when main.py is called. 2023-09-13 11:38:20 -04:00
comfyanonymous ed58730658 Don't leave very large hidden states in the clip vision output. 2023-09-12 15:09:10 -04:00
comfyanonymous fb3b728203 Fix issue where autocast fp32 CLIP gave different results from regular. 2023-09-11 21:49:56 -04:00
comfyanonymous 7d401ed1d0 Add ldm format support to UNETLoader. 2023-09-11 16:36:50 -04:00
comfyanonymous e85be36bd2 Add a penultimate_hidden_states to the clip vision output. 2023-09-08 14:06:58 -04:00
comfyanonymous 1e6b67101c Support diffusers format t2i adapters. 2023-09-08 11:36:51 -04:00
comfyanonymous 326577d04c Allow cancelling of everything with a progress bar. 2023-09-07 23:37:03 -04:00
comfyanonymous f88f7f413a Add a ConditioningSetAreaPercentage node. 2023-09-06 03:28:27 -04:00
comfyanonymous 1938f5c5fe Add a force argument to soft_empty_cache to force a cache empty. 2023-09-04 00:58:18 -04:00
comfyanonymous 7746bdf7b0 Merge branch 'generalize_fixes' of https://github.com/simonlui/ComfyUI 2023-09-04 00:43:11 -04:00
Simon Lui 2da73b7073 Revert changes in comfy/ldm/modules/diffusionmodules/util.py, which is unused. 2023-09-02 20:07:52 -07:00
comfyanonymous a74c5dbf37 Move some functions to utils.py 2023-09-02 22:33:37 -04:00
Simon Lui 4a0c4ce4ef Some fixes to generalize CUDA specific functionality to Intel or other GPUs. 2023-09-02 18:22:10 -07:00
comfyanonymous 77a176f9e0 Use common function to reshape batch to. 2023-09-02 03:42:49 -04:00
comfyanonymous 7931ff0fd9 Support SDXL inpaint models. 2023-09-01 15:22:52 -04:00
comfyanonymous 0e3b641172 Remove xformers related print. 2023-09-01 02:12:03 -04:00
comfyanonymous 5c363a9d86 Fix controlnet bug. 2023-09-01 02:01:08 -04:00
comfyanonymous cfe1c54de8 Fix controlnet issue. 2023-08-31 15:16:58 -04:00
comfyanonymous 1c012d69af It doesn't make sense for c_crossattn and c_concat to be lists. 2023-08-31 13:25:00 -04:00
comfyanonymous 7e941f9f24 Clean up DiffusersLoader node. 2023-08-30 12:57:07 -04:00
Simon Lui 18617967e5
Fix error message in model_patcher.py 
Found while tinkering.
 2023-08-30 00:25:04 -07:00
comfyanonymous fe4c07400c Fix "Load Checkpoint with config" node. 2023-08-29 23:58:32 -04:00
comfyanonymous f2f5e5dcbb Support SDXL t2i adapters with 3 channel input. 2023-08-29 16:44:57 -04:00
comfyanonymous 15adc3699f Move beta_schedule to model_config and allow disabling unet creation. 2023-08-29 14:22:53 -04:00
comfyanonymous bed116a1f9 Remove optimization that caused border. 2023-08-29 11:21:36 -04:00
comfyanonymous 65cae62c71 No need to check filename extensions to detect shuffle controlnet. 2023-08-28 16:49:06 -04:00
comfyanonymous 4e89b2c25a Put clip vision outputs on the CPU. 2023-08-28 16:26:11 -04:00
comfyanonymous a094b45c93 Load clipvision model to GPU for faster performance. 2023-08-28 15:29:27 -04:00
comfyanonymous 1300a1bb4c Text encoder should initially load on the offload_device not the regular. 2023-08-28 15:08:45 -04:00
comfyanonymous f92074b84f Move ModelPatcher to model_patcher.py 2023-08-28 14:51:31 -04:00
comfyanonymous 4798cf5a62 Implement loras with norm keys. 2023-08-28 11:20:06 -04:00
comfyanonymous b8c7c770d3 Enable bf16-vae by default on ampere and up. 2023-08-27 23:06:19 -04:00
comfyanonymous 1c794a2161 Fallback to slice attention if xformers doesn't support the operation. 2023-08-27 22:24:42 -04:00
comfyanonymous d935ba50c4 Make --bf16-vae work on torch 2.0 2023-08-27 21:33:53 -04:00
comfyanonymous a57b0c797b Fix lowvram model merging. 2023-08-26 11:52:07 -04:00
comfyanonymous f72780a7e3 The new smart memory management makes this unnecessary. 2023-08-25 18:02:15 -04:00
comfyanonymous c77f02e1c6 Move controlnet code to comfy/controlnet.py 2023-08-25 17:33:04 -04:00
comfyanonymous 15a7716fa6 Move lora code to comfy/lora.py 2023-08-25 17:11:51 -04:00
comfyanonymous ec96f6d03a Move text_projection to base clip model. 2023-08-24 23:43:48 -04:00
comfyanonymous 30eb92c3cb Code cleanups. 2023-08-24 19:39:18 -04:00
comfyanonymous 51dde87e97 Try to free enough vram for control lora inference. 2023-08-24 17:20:54 -04:00
comfyanonymous e3d0a9a490 Fix potential issue with text projection matrix multiplication. 2023-08-24 00:54:16 -04:00
comfyanonymous cc44ade79e Always shift text encoder to GPU when the device supports fp16. 2023-08-23 21:45:00 -04:00
comfyanonymous a6ef08a46a Even with forced fp16 the cpu device should never use it. 2023-08-23 21:38:28 -04:00
comfyanonymous 00c0b2c507 Initialize text encoder to target dtype. 2023-08-23 21:01:15 -04:00
comfyanonymous f081017c1a Save memory by storing text encoder weights in fp16 in most situations. 
Do inference in fp32 to make sure quality stays the exact same.
 2023-08-23 01:08:51 -04:00
comfyanonymous afcb9cb1df All resolutions now work with t2i adapter for SDXL. 2023-08-22 16:23:54 -04:00
comfyanonymous 85fde89d7f T2I adapter SDXL. 2023-08-22 14:40:43 -04:00
comfyanonymous cf5ae46928 Controlnet/t2iadapter cleanup. 2023-08-22 01:06:26 -04:00
comfyanonymous 763b0cf024 Fix control lora not working in fp32. 2023-08-21 20:38:31 -04:00
comfyanonymous 199d73364a Fix ControlLora on lowvram. 2023-08-21 00:54:04 -04:00
comfyanonymous d08e53de2e Remove autocast from controlnet code. 2023-08-20 21:47:32 -04:00
comfyanonymous 0d7b0a4dc7 Small cleanups. 2023-08-20 14:56:47 -04:00
Simon Lui 9225465975 Further tuning and fix mem_free_total. 2023-08-20 14:19:53 -04:00
Simon Lui 2c096e4260 Add ipex optimize and other enhancements for Intel GPUs based on recent memory changes. 2023-08-20 14:19:51 -04:00
comfyanonymous e9469e732d --disable-smart-memory now disables loading model directly to vram. 2023-08-20 04:00:53 -04:00
comfyanonymous c9b562aed1 Free more memory before VAE encode/decode. 2023-08-19 12:13:13 -04:00
comfyanonymous b80c3276dc Fix issue with gligen. 2023-08-18 16:32:23 -04:00
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.
 2023-08-18 11:59:51 -04:00
comfyanonymous 39ac856a33 ReVision support: unclip nodes can now be used with SDXL. 2023-08-18 11:59:36 -04:00
comfyanonymous 76d53c4622 Add support for clip g vision model to CLIPVisionLoader. 2023-08-18 11:13:29 -04:00
Alexopus e59fe0537a
Fix referenced before assignment 
For https://github.com/BlenderNeko/ComfyUI_TiledKSampler/issues/13
 2023-08-17 22:30:07 +02:00
comfyanonymous be9c5e25bc Fix issue with not freeing enough memory when sampling. 2023-08-17 15:59:56 -04:00
comfyanonymous ac0758a1a4 Fix bug with lowvram and controlnet advanced node. 2023-08-17 13:38:51 -04:00
comfyanonymous c28db1f315 Fix potential issues with patching models when saving checkpoints. 2023-08-17 11:07:08 -04:00
comfyanonymous 3aee33b54e Add --disable-smart-memory for those that want the old behaviour. 2023-08-17 03:12:37 -04:00
comfyanonymous 2be2742711 Fix issue with regular torch version. 2023-08-17 01:58:54 -04:00
comfyanonymous 89a0767abf Smarter memory management. 
Try to keep models on the vram when possible.

Better lowvram mode for controlnets.
 2023-08-17 01:06:34 -04:00
comfyanonymous 2c97c30256 Support small diffusers controlnet so both types are now supported. 2023-08-16 12:45:56 -04:00
comfyanonymous 53f326a3d8 Support diffusers mini controlnets. 2023-08-16 12:28:01 -04:00
comfyanonymous 58f0c616ed Fix clip vision issue with old transformers versions. 2023-08-16 11:36:22 -04:00
comfyanonymous ae270f79bc Fix potential issue with batch size and clip vision. 2023-08-16 11:05:11 -04:00
comfyanonymous a2ce9655ca Refactor unclip code. 2023-08-14 23:48:47 -04:00
comfyanonymous 9cc12c833d CLIPVisionEncode can now encode multiple images. 2023-08-14 16:54:05 -04:00
comfyanonymous 0cb6dac943 Remove 3m from PR #1213 because of some small issues. 2023-08-14 00:48:45 -04:00
comfyanonymous e244b2df83 Add sgm_uniform scheduler that acts like the default one in sgm. 2023-08-14 00:29:03 -04:00
comfyanonymous 58c7da3665 Gpu variant of dpmpp_3m_sde. Note: use 3m with exponential or karras. 2023-08-14 00:28:50 -04:00
comfyanonymous ba319a34e4 Merge branch 'dpmpp3m' of https://github.com/FizzleDorf/ComfyUI 2023-08-14 00:23:15 -04:00
FizzleDorf 3cfad03a68 dpmpp 3m + dpmpp 3m sde added 2023-08-13 22:29:04 -04:00
comfyanonymous 585a062910 Print unet config when model isn't detected. 2023-08-13 01:39:48 -04:00
comfyanonymous c8a23ce9e8 Support for yet another lora type based on diffusers. 2023-08-11 13:04:21 -04:00
comfyanonymous 2bc12d3d22 Add --temp-directory argument to set temp directory. 2023-08-11 05:13:03 -04:00
comfyanonymous c20583286f Support diffuser text encoder loras. 2023-08-10 20:28:28 -04:00
comfyanonymous cf10c5592c Disable calculating uncond when CFG is 1.0 2023-08-09 20:55:03 -04:00
comfyanonymous 1f0f4cc0bd Add argument to disable auto launching the browser. 2023-08-07 02:25:12 -04:00
comfyanonymous d8e58f0a7e Detect hint_channels from controlnet. 2023-08-06 14:08:59 -04:00
comfyanonymous c5d7593ccf Support loras in diffusers format. 2023-08-05 01:40:24 -04:00
comfyanonymous 1ce0d8ad68 Add CMP 30HX card to the nvidia_16_series list. 2023-08-04 12:08:45 -04:00
comfyanonymous c99d8002f8 Make sure the pooled output stays at the EOS token with added embeddings. 2023-08-03 20:27:50 -04:00
comfyanonymous 4a77fcd6ab Only shift text encoder to vram when CPU cores are under 8. 2023-07-31 00:08:54 -04:00
comfyanonymous 3cd31d0e24 Lower CPU thread check for running the text encoder on the CPU vs GPU. 2023-07-30 17:18:24 -04:00
comfyanonymous 2b13939044 Remove some useless code. 2023-07-30 14:13:33 -04:00
comfyanonymous 95d796fc85 Faster VAE loading. 2023-07-29 16:28:30 -04:00
comfyanonymous 4b957a0010 Initialize the unet directly on the target device. 2023-07-29 14:51:56 -04:00
comfyanonymous c910b4a01c Remove unused code and torchdiffeq dependency. 2023-07-28 21:32:27 -04:00
comfyanonymous 1141029a4a Add --disable-metadata argument to disable saving metadata in files. 2023-07-28 12:31:41 -04:00
comfyanonymous fbf5c51c1c Merge branch 'fix_batch_timesteps' of https://github.com/asagi4/ComfyUI 2023-07-27 16:13:48 -04:00
comfyanonymous 68be24eead Remove some prints. 2023-07-27 16:12:43 -04:00
asagi4 1ea4d84691 Fix timestep ranges when batch_size > 1 2023-07-27 21:14:09 +03:00
comfyanonymous 5379051d16 Fix diffusers VAE loading. 2023-07-26 18:26:39 -04:00
comfyanonymous 727588d076 Fix some new loras. 2023-07-25 16:39:15 -04:00
comfyanonymous 4f9b6f39d1 Fix potential issue with Save Checkpoint. 2023-07-25 00:45:20 -04:00
comfyanonymous 5f75d784a1 Start is now 0.0 and end is now 1.0 for the timestep ranges. 2023-07-24 18:38:17 -04:00
comfyanonymous 7ff14b62f8 ControlNetApplyAdvanced can now define when controlnet gets applied. 2023-07-24 17:50:49 -04:00
comfyanonymous d191c4f9ed Add a ControlNetApplyAdvanced node. 
The controlnet can be applied to the positive or negative prompt only by
connecting it correctly.
 2023-07-24 13:35:20 -04:00
comfyanonymous 0240946ecf Add a way to set which range of timesteps the cond gets applied to. 2023-07-24 09:25:02 -04:00
comfyanonymous 22f29d66ca Try to fix memory issue with lora. 2023-07-22 21:38:56 -04:00
comfyanonymous 67be7eb81d Nodes can now patch the unet function. 2023-07-22 17:01:12 -04:00
comfyanonymous 12a6e93171 Del the right object when applying lora. 2023-07-22 11:25:49 -04:00
comfyanonymous 78e7958d17 Support controlnet in diffusers format. 2023-07-21 22:58:16 -04:00
comfyanonymous 09386a3697 Fix issue with lora in some cases when combined with model merging. 2023-07-21 21:27:27 -04:00
comfyanonymous 58b2364f58 Properly support SDXL diffusers unet with UNETLoader node. 2023-07-21 14:38:56 -04:00
comfyanonymous 0115018695 Print errors and continue when lora weights are not compatible. 2023-07-20 19:56:22 -04:00
comfyanonymous 4760c29380 Merge branch 'fix-AttributeError-module-'torch'-has-no-attribute-'mps'' of https://github.com/KarryCharon/ComfyUI 2023-07-20 00:34:54 -04:00
comfyanonymous 0b284f650b Fix typo. 2023-07-19 10:20:32 -04:00
comfyanonymous e032ca6138 Fix ddim issue with older torch versions. 2023-07-19 10:16:00 -04:00
comfyanonymous 18885f803a Add MX450 and MX550 to list of cards with broken fp16. 2023-07-19 03:08:30 -04:00