wangbo/ComfyUI
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1,395 Commits 95 Branches 117 Tags 1.3 GiB
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452 Commits

Author SHA1 Message Date
comfyanonymous
d8f9334347 Fix bug with lowvram and controlnet advanced node. 2023-08-17 13:38:51 -04:00
comfyanonymous
e075077ad8 Fix potential issues with patching models when saving checkpoints. 2023-08-17 11:07:08 -04:00
comfyanonymous
21e07337ed Add --disable-smart-memory for those that want the old behaviour. 2023-08-17 03:12:37 -04:00
comfyanonymous
197ab43811 Fix issue with regular torch version. 2023-08-17 01:58:54 -04:00
comfyanonymous
a216b56591 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
e4ffcf2c61 Support small diffusers controlnet so both types are now supported. 2023-08-16 12:45:56 -04:00
comfyanonymous
1a21a2271e Support diffusers mini controlnets. 2023-08-16 12:28:01 -04:00
comfyanonymous
9e0c084148 Fix clip vision issue with old transformers versions. 2023-08-16 11:36:22 -04:00
comfyanonymous
dcbf839d22 Fix potential issue with batch size and clip vision. 2023-08-16 11:05:11 -04:00
comfyanonymous
601e4a9865 Refactor unclip code. 2023-08-14 23:48:47 -04:00
comfyanonymous
736e2e8f49 CLIPVisionEncode can now encode multiple images. 2023-08-14 16:54:05 -04:00
comfyanonymous
87f1037cf5 Remove 3m from PR #1213 because of some small issues. 2023-08-14 00:48:45 -04:00
comfyanonymous
c3910c4ffb Add sgm_uniform scheduler that acts like the default one in sgm. 2023-08-14 00:29:03 -04:00
comfyanonymous
c5666c503b Gpu variant of dpmpp_3m_sde. Note: use 3m with exponential or karras. 2023-08-14 00:28:50 -04:00
comfyanonymous
fdff76f667 Merge branch 'dpmpp3m' of https://github.com/FizzleDorf/ComfyUI 2023-08-14 00:23:15 -04:00
FizzleDorf
8b4773ee86 dpmpp 3m + dpmpp 3m sde added 2023-08-13 22:29:04 -04:00
comfyanonymous
c3df7d2861 Print unet config when model isn't detected. 2023-08-13 01:39:48 -04:00
comfyanonymous
a2d5028ad8 Support for yet another lora type based on diffusers. 2023-08-11 13:04:21 -04:00
comfyanonymous
64510bb4c2 Add --temp-directory argument to set temp directory. 2023-08-11 05:13:03 -04:00
comfyanonymous
c5a20b5c85 Support diffuser text encoder loras. 2023-08-10 20:28:28 -04:00
comfyanonymous
1b69a7e7ea Disable calculating uncond when CFG is 1.0 2023-08-09 20:55:03 -04:00
comfyanonymous
84c0dd8247 Add argument to disable auto launching the browser. 2023-08-07 02:25:12 -04:00
comfyanonymous
531ea9c1aa Detect hint_channels from controlnet. 2023-08-06 14:08:59 -04:00
comfyanonymous
18c180b727 Support loras in diffusers format. 2023-08-05 01:40:24 -04:00
comfyanonymous
ef16077917 Add CMP 30HX card to the nvidia_16_series list. 2023-08-04 12:08:45 -04:00
comfyanonymous
bbd5052ed0 Make sure the pooled output stays at the EOS token with added embeddings. 2023-08-03 20:27:50 -04:00
comfyanonymous
28401d83c5 Only shift text encoder to vram when CPU cores are under 8. 2023-07-31 00:08:54 -04:00
comfyanonymous
2ee42215be Lower CPU thread check for running the text encoder on the CPU vs GPU. 2023-07-30 17:18:24 -04:00
comfyanonymous
9c5ad64310 Remove some useless code. 2023-07-30 14:13:33 -04:00
comfyanonymous
71ffc7b350 Faster VAE loading. 2023-07-29 16:28:30 -04:00
comfyanonymous
8a8d8c86d6 Initialize the unet directly on the target device. 2023-07-29 14:51:56 -04:00
comfyanonymous
6651febc61 Remove unused code and torchdiffeq dependency. 2023-07-28 21:32:27 -04:00
comfyanonymous
8088be4f2e Add --disable-metadata argument to disable saving metadata in files. 2023-07-28 12:31:41 -04:00
comfyanonymous
7ffe966c0a Merge branch 'fix_batch_timesteps' of https://github.com/asagi4/ComfyUI 2023-07-27 16:13:48 -04:00
comfyanonymous
cb47a5674c Remove some prints. 2023-07-27 16:12:43 -04:00
asagi4
a63268b4e9 Fix timestep ranges when batch_size > 1 2023-07-27 21:14:09 +03:00
comfyanonymous
f9001baa44 Fix diffusers VAE loading. 2023-07-26 18:26:39 -04:00
comfyanonymous
5d64d20ef5 Fix some new loras. 2023-07-25 16:39:15 -04:00
comfyanonymous
38f847a81d Fix potential issue with Save Checkpoint. 2023-07-25 00:45:20 -04:00
comfyanonymous
2c22729cec Start is now 0.0 and end is now 1.0 for the timestep ranges. 2023-07-24 18:38:17 -04:00
comfyanonymous
857a80b857 ControlNetApplyAdvanced can now define when controlnet gets applied. 2023-07-24 17:50:49 -04:00
comfyanonymous
0ed4637a7a 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
156b047427 Add a way to set which range of timesteps the cond gets applied to. 2023-07-24 09:25:02 -04:00
comfyanonymous
aa8fde7d6b Try to fix memory issue with lora. 2023-07-22 21:38:56 -04:00
comfyanonymous
4d83ca88a5 Nodes can now patch the unet function. 2023-07-22 17:01:12 -04:00
comfyanonymous
676b635914 Del the right object when applying lora. 2023-07-22 11:25:49 -04:00
comfyanonymous
bfb95012c7 Support controlnet in diffusers format. 2023-07-21 22:58:16 -04:00
comfyanonymous
c8a5d3363c Fix issue with lora in some cases when combined with model merging. 2023-07-21 21:27:27 -04:00
comfyanonymous
be012f4b28 Properly support SDXL diffusers unet with UNETLoader node. 2023-07-21 14:38:56 -04:00
comfyanonymous
e2c3256a19 Print errors and continue when lora weights are not compatible. 2023-07-20 19:56:22 -04:00
comfyanonymous
b2879e0168 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
c17cfd126d Fix typo. 2023-07-19 10:20:32 -04:00
comfyanonymous
d71acc2fe4 Fix ddim issue with older torch versions. 2023-07-19 10:16:00 -04:00
comfyanonymous
3aad28d483 Add MX450 and MX550 to list of cards with broken fp16. 2023-07-19 03:08:30 -04:00
comfyanonymous
4ec7f09adc It's actually possible to torch.compile the unet now. 2023-07-18 21:36:35 -04:00
comfyanonymous
cea5c2adfb Add key to indicate checkpoint is v_prediction when saving. 2023-07-18 00:25:53 -04:00
comfyanonymous
22abe3af9f Fix device print on old torch version. 2023-07-17 15:18:58 -04:00
comfyanonymous
5108099f0c 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
7da7500fcc --windows-standalone-build now enables --cuda-malloc 2023-07-17 14:10:36 -04:00
comfyanonymous
5ddb2ca26f Add a command line argument to enable backend:cudaMallocAsync 2023-07-17 11:00:14 -04:00
comfyanonymous
f9688727f1 Only calculate randn in some samplers when it's actually being used. 2023-07-17 10:11:08 -04:00
comfyanonymous
244987af7e Fix regression with ddim and uni_pc when batch size > 1. 2023-07-17 09:35:19 -04:00
comfyanonymous
debccdc6f9 Refactor of sampler code to deal more easily with different model types. 2023-07-17 01:22:12 -04:00
comfyanonymous
ba6e888eb9 Lower lora ram usage when in normal vram mode. 2023-07-16 02:59:04 -04:00
comfyanonymous
73c2afbe44 Speed up lora loading a bit. 2023-07-15 13:25:22 -04:00
comfyanonymous
f67f1c99b8 Fix CLIPSetLastLayer not reverting when removed. 2023-07-15 01:41:21 -04:00
comfyanonymous
26da73b600 Reduce floating point rounding errors in loras. 2023-07-15 00:53:00 -04:00
comfyanonymous
daac253452 Add a node to merge CLIP models. 2023-07-14 02:41:18 -04:00
comfyanonymous
f4c18db4ed 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
28bf6d49da Fix potential tensors being on different devices issues. 2023-07-12 19:29:27 -04:00
KarryCharon
3ee78c064b fix mps miss import 2023-07-12 10:06:34 +08:00
comfyanonymous
6e99974161 Support SDXL embedding format with 2 CLIP. 2023-07-10 10:34:59 -04:00
comfyanonymous
c1c170f61a Don't patch weights when multiplier is zero. 2023-07-09 17:46:56 -04:00
comfyanonymous
55d00ccefd latent2rgb matrix for SDXL. 2023-07-09 13:59:09 -04:00
comfyanonymous
42805fd416 Empty cache after model unloading for normal vram and lower. 2023-07-09 09:56:03 -04:00
comfyanonymous
7d69d770e1 Support loading clip_g from diffusers in CLIP Loader nodes. 2023-07-09 09:33:53 -04:00
comfyanonymous
c5779f04aa Fix merging not working when model2 of model merge node was a merge. 2023-07-08 22:31:10 -04:00
comfyanonymous
4685d2b07f Merge branch 'condmask-fix' of https://github.com/vmedea/ComfyUI 2023-07-07 01:52:25 -04:00
comfyanonymous
9caaa09c71 Add arguments to run the VAE in fp16 or bf16 for testing. 2023-07-06 23:23:46 -04:00
comfyanonymous
d3b3c94616 Fix bug with weights when prompt is long. 2023-07-06 02:43:40 -04:00
comfyanonymous
fa8010f038 Disable autocast in unet for increased speed. 2023-07-05 21:58:29 -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
56d999484b Add gpu variations of the sde samplers that are less deterministic 
but faster.
 2023-07-05 01:39:38 -04:00
comfyanonymous
7ffb8dbe56 Add logit scale parameter so it's present when saving the checkpoint. 2023-07-04 23:01:28 -04:00
comfyanonymous
60bdf7c00b Properly support SDXL diffusers loras for unet. 2023-07-04 21:15:23 -04:00
mara
386e66bd7f Fix size check for conditioning mask 
The wrong dimensions were being checked, [1] and [2] are the image size.
not [2] and [3]. This results in an out-of-bounds error if one of them
actually matches.
 2023-07-04 16:34:42 +02:00
comfyanonymous
06ce99e525 Fix issue with OSX. 2023-07-04 02:09:02 -04:00
comfyanonymous
fcee7e88db Pass device to CLIP model. 2023-07-03 16:09:37 -04:00
comfyanonymous
be891646cd Allow passing custom path to clip-g and clip-h. 2023-07-03 15:45:04 -04:00
comfyanonymous
fd93e324e8 Improvements for OSX. 2023-07-03 00:08:30 -04:00
comfyanonymous
033dc1f52a Cleanup. 2023-07-02 11:58:23 -04:00
comfyanonymous
280a4e3544 Switch to fp16 on some cards when the model is too big. 2023-07-02 10:00:57 -04:00
comfyanonymous
dd4abf1345 Add a --force-fp16 argument to force fp16 for testing. 2023-07-01 22:42:35 -04:00
comfyanonymous
1e24a78d85 --gpu-only now keeps the VAE on the device. 2023-07-01 15:22:40 -04:00
comfyanonymous
5ace1146c5 Lower latency by batching some text encoder inputs. 2023-07-01 15:07:39 -04:00
comfyanonymous
2ee0aa317c Leave text_encoder on the CPU when it can handle it. 2023-07-01 14:38:51 -04:00
comfyanonymous
d5a7abe10d 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.
 2023-07-01 13:28:07 -04:00
comfyanonymous
e946dca0e1 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.
 2023-07-01 12:37:23 -04:00
comfyanonymous
7dff6c094c LoraLoader node now caches the lora file between executions. 2023-06-29 23:40:51 -04:00