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ComfyUI
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478 Commits

Author SHA1 Message Date
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
comfyanonymous 9ba440995a It's actually possible to torch.compile the unet now. 2023-07-18 21:36:35 -04:00
comfyanonymous 51d5477579 Add key to indicate checkpoint is v_prediction when saving. 2023-07-18 00:25:53 -04:00
comfyanonymous ff6b047a74 Fix device print on old torch version. 2023-07-17 15:18:58 -04:00
comfyanonymous 9871a15cf9 Enable --cuda-malloc by default on torch 2.0 and up. 
Add --disable-cuda-malloc to disable it.
 2023-07-17 15:12:10 -04:00
comfyanonymous 55d0fca9fa --windows-standalone-build now enables --cuda-malloc 2023-07-17 14:10:36 -04:00
comfyanonymous 1679abd86d Add a command line argument to enable backend:cudaMallocAsync 2023-07-17 11:00:14 -04:00
comfyanonymous 3a150bad15 Only calculate randn in some samplers when it's actually being used. 2023-07-17 10:11:08 -04:00
comfyanonymous ee8f8ee07f Fix regression with ddim and uni_pc when batch size > 1. 2023-07-17 09:35:19 -04:00
comfyanonymous 3ded1a3a04 Refactor of sampler code to deal more easily with different model types. 2023-07-17 01:22:12 -04:00
comfyanonymous 5f57362613 Lower lora ram usage when in normal vram mode. 2023-07-16 02:59:04 -04:00
comfyanonymous 490771b7f4 Speed up lora loading a bit. 2023-07-15 13:25:22 -04:00
comfyanonymous 50b1180dde Fix CLIPSetLastLayer not reverting when removed. 2023-07-15 01:41:21 -04:00
comfyanonymous 6fb084f39d Reduce floating point rounding errors in loras. 2023-07-15 00:53:00 -04:00
comfyanonymous 91ed2815d5 Add a node to merge CLIP models. 2023-07-14 02:41:18 -04:00
comfyanonymous b2f03164c7 Prevent the clip_g position_ids key from being saved in the checkpoint. 
This is to make it match the official checkpoint.
 2023-07-12 20:15:02 -04:00
comfyanonymous 46dc050c9f Fix potential tensors being on different devices issues. 2023-07-12 19:29:27 -04:00
KarryCharon 3e2309f149 fix mps miss import 2023-07-12 10:06:34 +08:00
comfyanonymous 606a537090 Support SDXL embedding format with 2 CLIP. 2023-07-10 10:34:59 -04:00
comfyanonymous 6ad0a6d7e2 Don't patch weights when multiplier is zero. 2023-07-09 17:46:56 -04:00
comfyanonymous d5323d16e0 latent2rgb matrix for SDXL. 2023-07-09 13:59:09 -04:00