Commit Graph

549 Commits

Author SHA1 Message Date
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
comfyanonymous 0ae81c03bb Empty cache after model unloading for normal vram and lower. 2023-07-09 09:56:03 -04:00
comfyanonymous d3f5998218 Support loading clip_g from diffusers in CLIP Loader nodes. 2023-07-09 09:33:53 -04:00
comfyanonymous a9a4ba7574 Fix merging not working when model2 of model merge node was a merge. 2023-07-08 22:31:10 -04:00
comfyanonymous bb5fbd29e9 Merge branch 'condmask-fix' of https://github.com/vmedea/ComfyUI 2023-07-07 01:52:25 -04:00
comfyanonymous e7bee85df8 Add arguments to run the VAE in fp16 or bf16 for testing. 2023-07-06 23:23:46 -04:00
comfyanonymous 608fcc2591 Fix bug with weights when prompt is long. 2023-07-06 02:43:40 -04:00
comfyanonymous ddc6f12ad5 Disable autocast in unet for increased speed. 2023-07-05 21:58:29 -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 e57cba4c61 Add gpu variations of the sde samplers that are less deterministic
but faster.
2023-07-05 01:39:38 -04:00
comfyanonymous f81b192944 Add logit scale parameter so it's present when saving the checkpoint. 2023-07-04 23:01:28 -04:00
comfyanonymous acf95191ff Properly support SDXL diffusers loras for unet. 2023-07-04 21:15:23 -04:00
mara c61a95f9f7 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 8d694cc450 Fix issue with OSX. 2023-07-04 02:09:02 -04:00
comfyanonymous c3e96e637d Pass device to CLIP model. 2023-07-03 16:09:37 -04:00
comfyanonymous 5e6bc824aa Allow passing custom path to clip-g and clip-h. 2023-07-03 15:45:04 -04:00
comfyanonymous dc9d1f31c8 Improvements for OSX. 2023-07-03 00:08:30 -04:00
comfyanonymous 103c487a89 Cleanup. 2023-07-02 11:58:23 -04:00
comfyanonymous 2c4e0b49b7 Switch to fp16 on some cards when the model is too big. 2023-07-02 10:00:57 -04:00
comfyanonymous 6f3d9f52db Add a --force-fp16 argument to force fp16 for testing. 2023-07-01 22:42:35 -04:00
comfyanonymous 1c1b0e7299 --gpu-only now keeps the VAE on the device. 2023-07-01 15:22:40 -04:00
comfyanonymous ce35d8c659 Lower latency by batching some text encoder inputs. 2023-07-01 15:07:39 -04:00
comfyanonymous 3b6fe51c1d Leave text_encoder on the CPU when it can handle it. 2023-07-01 14:38:51 -04:00
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.
2023-07-01 13:28:07 -04:00
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.
2023-07-01 12:37:23 -04:00
comfyanonymous 5a9ddf94eb LoraLoader node now caches the lora file between executions. 2023-06-29 23:40:51 -04:00
comfyanonymous 9920367d3c Fix embeddings not working with --gpu-only 2023-06-29 20:43:06 -04:00
comfyanonymous 62db11683b Move unet to device right after loading on highvram mode. 2023-06-29 20:43:06 -04:00
comfyanonymous 4376b125eb Remove useless code. 2023-06-29 00:26:33 -04:00
comfyanonymous 89120f1fbe This is unused but it should be 1280. 2023-06-28 18:04:23 -04:00
comfyanonymous 2c7c14de56 Support for SDXL text encoder lora. 2023-06-28 02:22:49 -04:00
comfyanonymous fcef47f06e Fix bug. 2023-06-28 00:38:07 -04:00
comfyanonymous 8248babd44 Use pytorch attention by default on nvidia when xformers isn't present.
Add a new argument --use-quad-cross-attention
2023-06-26 13:03:44 -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 b72a7a835a Support loras based on the stability unet implementation. 2023-06-26 02:56:11 -04:00
comfyanonymous c71a7e6b20 Fix ddim + inpainting not working. 2023-06-26 00:48:48 -04:00
comfyanonymous 4eab00e14b Set the seed in the SDE samplers to make them more reproducible. 2023-06-25 03:04:57 -04:00
comfyanonymous cef6aa62b2 Add support for TAESD decoder for SDXL. 2023-06-25 02:38:14 -04:00
comfyanonymous 20f579d91d Add DualClipLoader to load clip models for SDXL.
Update LoadClip to load clip models for SDXL refiner.
2023-06-25 01:40:38 -04:00
comfyanonymous b7933960bb Fix CLIPLoader node. 2023-06-24 13:56:46 -04:00
comfyanonymous 78d8035f73 Fix bug with controlnet. 2023-06-24 11:02:38 -04:00
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.
2023-06-24 03:30:22 -04:00
comfyanonymous fa28d7334b Remove useless code. 2023-06-23 12:35:26 -04:00
comfyanonymous 8607c2d42d Move latent scale factor from VAE to model. 2023-06-23 02:33:31 -04:00
comfyanonymous 30a3861946 Fix bug when yaml config has no clip params. 2023-06-23 01:12:59 -04:00
comfyanonymous 9e37f4c7d5 Fix error with ClipVision loader node. 2023-06-23 01:08:05 -04:00
comfyanonymous 9f83b098c9 Don't merge weights when shapes don't match and print a warning. 2023-06-22 19:08:31 -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
comfyanonymous 9fccf4aa03 Add original_shape parameter to transformer patch extra_options. 2023-06-21 13:22:01 -04:00
comfyanonymous 51581dbfa9 Fix last commits causing an issue with the text encoder lora. 2023-06-20 19:44:39 -04:00
comfyanonymous 8125b51a62 Keep a set of model_keys for faster add_patches. 2023-06-20 19:08:48 -04:00
comfyanonymous 45beebd33c Add a type of model patch useful for model merging. 2023-06-20 17:34:11 -04:00
comfyanonymous 036a22077c Fix k_diffusion math being off by a tiny bit during txt2img. 2023-06-19 15:28:54 -04:00
comfyanonymous 8883cb0f67 Add a way to set patches that modify the attn2 output.
Change the transformer patches function format to be more future proof.
2023-06-18 22:58:22 -04:00
comfyanonymous cd930d4e7f pop clip vision keys after loading them. 2023-06-18 21:21:17 -04:00
comfyanonymous c9e4a8c9e5 Not needed anymore. 2023-06-18 13:06:59 -04:00
comfyanonymous fb4bf7f591 This is not needed anymore and causes issues with alphas_cumprod. 2023-06-18 03:18:25 -04:00
comfyanonymous 45be2e92c1 Fix DDIM v-prediction. 2023-06-17 20:48:21 -04:00
comfyanonymous e6e50ab2dd Fix an issue when alphas_comprod are half floats. 2023-06-16 17:16:51 -04:00
comfyanonymous ae43f09ef7 All the unet weights should now be initialized with the right dtype. 2023-06-15 18:42:30 -04:00
comfyanonymous f7edcfd927 Add a --gpu-only argument to keep and run everything on the GPU.
Make the CLIP model work on the GPU.
2023-06-15 15:38:52 -04:00
comfyanonymous 7bf89ba923 Initialize more unet weights as the right dtype. 2023-06-15 15:00:10 -04:00
comfyanonymous e21d9ad445 Initialize transformer unet block weights in right dtype at the start. 2023-06-15 14:29:26 -04:00
comfyanonymous bb1f45d6e8 Properly disable weight initialization in clip models. 2023-06-14 20:13:08 -04:00
comfyanonymous 21f04fe632 Disable default weight values in unet conv2d for faster loading. 2023-06-14 19:46:08 -04:00
comfyanonymous 9d54066ebc This isn't needed for inference. 2023-06-14 13:05:08 -04:00
comfyanonymous fa2cca056c Don't initialize CLIPVision weights to default values. 2023-06-14 12:57:02 -04:00
comfyanonymous 6b774589a5 Set model to fp16 before loading the state dict to lower ram bump. 2023-06-14 12:48:02 -04:00
comfyanonymous 0c7cad404c Don't initialize clip weights to default values. 2023-06-14 12:47:36 -04:00
comfyanonymous 6971646b8b Speed up model loading a bit.
Default pytorch Linear initializes the weights which is useless and slow.
2023-06-14 12:09:41 -04:00
comfyanonymous 388567f20b sampler_cfg_function now uses a dict for the argument.
This means arguments can be added without issues.
2023-06-13 16:10:36 -04:00
comfyanonymous ff9b22d79e Turn on safe load for a few models. 2023-06-13 10:12:03 -04:00
comfyanonymous 735ac4cf81 Remove pytorch_lightning dependency. 2023-06-13 10:11:33 -04:00
comfyanonymous 2b14041d4b Remove useless code. 2023-06-13 02:40:58 -04:00
comfyanonymous 274dff3257 Remove more useless files. 2023-06-13 02:22:19 -04:00
comfyanonymous f0a2b81cd0 Cleanup: Remove a bunch of useless files. 2023-06-13 02:19:08 -04:00
comfyanonymous f8c5931053 Split the batch in VAEEncode if there's not enough memory. 2023-06-12 00:21:50 -04:00
comfyanonymous c069fc0730 Auto switch to tiled VAE encode if regular one runs out of memory. 2023-06-11 23:25:39 -04:00
comfyanonymous c64ca8c0b2 Refactor unCLIP noise augment out of samplers.py 2023-06-11 04:01:18 -04:00
comfyanonymous de142eaad5 Simpler base model code. 2023-06-09 12:31:16 -04:00
comfyanonymous 23cf8ca7c5 Fix bug when embedding gets ignored because of mismatched size. 2023-06-08 23:48:14 -04:00
comfyanonymous 0e425603fb Small refactor. 2023-06-06 13:23:01 -04:00
comfyanonymous a3a713b6c5 Refactor previews into one command line argument.
Clean up a few things.
2023-06-06 02:13:05 -04:00
space-nuko 3e17971acb preview method autodetection 2023-06-05 18:59:10 -05:00
space-nuko d5a28fadaa Add latent2rgb preview 2023-06-05 18:39:56 -05:00
space-nuko 48f7ec750c Make previews into cli option 2023-06-05 13:19:02 -05:00
space-nuko b4f434ee66 Preview sampled images with TAESD 2023-06-05 09:20:17 -05:00
comfyanonymous fed0a4dd29 Some comments to say what the vram state options mean. 2023-06-04 17:51:04 -04:00
comfyanonymous 0a5fefd621 Cleanups and fixes for model_management.py
Hopefully fix regression on MPS and CPU.
2023-06-03 11:05:37 -04:00
comfyanonymous 700491d81a Implement global average pooling for controlnet. 2023-06-03 01:49:03 -04:00
comfyanonymous 67892b5ac5 Refactor and improve model_management code related to free memory. 2023-06-02 15:21:33 -04:00
space-nuko 499641ebf1 More accurate total 2023-06-02 00:14:41 -05:00
space-nuko b5dd15c67a System stats endpoint 2023-06-01 23:26:23 -05:00
comfyanonymous 5c38958e49 Tweak lowvram model memory so it's closer to what it was before. 2023-06-01 04:04:35 -04:00
comfyanonymous 94680732d3 Empty cache on mps. 2023-06-01 03:52:51 -04:00
comfyanonymous 03da8a3426 This is useless for inference. 2023-05-31 13:03:24 -04:00
comfyanonymous eb448dd8e1 Auto load model in lowvram if not enough memory. 2023-05-30 12:36:41 -04:00
comfyanonymous b9818eb910 Add route to get safetensors metadata:
/view_metadata/loras?filename=lora.safetensors
2023-05-29 02:48:50 -04:00
comfyanonymous a532888846 Support VAEs in diffusers format. 2023-05-28 02:02:09 -04:00
comfyanonymous 0fc483dcfd Refactor diffusers model convert code to be able to reuse it. 2023-05-28 01:55:40 -04:00
comfyanonymous eb4bd7711a Remove einops. 2023-05-25 18:42:56 -04:00
comfyanonymous 87ab25fac7 Do operations in same order as the one it replaces. 2023-05-25 18:31:27 -04:00
comfyanonymous 2b1fac9708 Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI 2023-05-25 14:44:16 -04:00
comfyanonymous e1278fa925 Support old pytorch versions that don't have weights_only. 2023-05-25 13:30:59 -04:00
BlenderNeko 8b4b0c3188 vecorized bislerp 2023-05-25 19:23:47 +02:00
comfyanonymous b8ccbec6d8 Various improvements to bislerp. 2023-05-23 11:40:24 -04:00
comfyanonymous 34887b8885 Add experimental bislerp algorithm for latent upscaling.
It's like bilinear but with slerp.
2023-05-23 03:12:56 -04:00
comfyanonymous 6cc450579b Auto transpose images from exif data. 2023-05-22 00:22:24 -04:00
comfyanonymous dc198650c0 sample_dpmpp_2m_sde no longer crashes when step == 1. 2023-05-21 11:34:29 -04:00
comfyanonymous 069657fbf3 Add DPM-Solver++(2M) SDE and exponential scheduler.
exponential scheduler is the one recommended with this sampler.
2023-05-21 01:46:03 -04:00
comfyanonymous b8636a44aa Make scaled_dot_product switch to sliced attention on OOM. 2023-05-20 16:01:02 -04:00
comfyanonymous 797c4e8d3b Simplify and improve some vae attention code. 2023-05-20 15:07:21 -04:00
comfyanonymous ef815ba1e2 Switch default scheduler to normal. 2023-05-15 00:29:56 -04:00
comfyanonymous 68d12b530e Merge branch 'tiled_sampler' of https://github.com/BlenderNeko/ComfyUI 2023-05-14 15:39:39 -04:00
comfyanonymous 3a1f47764d Print the torch device that is used on startup. 2023-05-13 17:11:27 -04:00
BlenderNeko 1201d2eae5
Make nodes map over input lists (#579)
* allow nodes to map over lists

* make work with IS_CHANGED and VALIDATE_INPUTS

* give list outputs distinct socket shape

* add rebatch node

* add batch index logic

* add repeat latent batch

* deal with noise mask edge cases in latentfrombatch
2023-05-13 11:15:45 -04:00
BlenderNeko 19c014f429 comment out annoying print statement 2023-05-12 23:57:40 +02:00
BlenderNeko d9e088ddfd minor changes for tiled sampler 2023-05-12 23:49:09 +02:00
comfyanonymous f7c0f75d1f Auto batching improvements.
Try batching when cond sizes don't match with smart padding.
2023-05-10 13:59:24 -04:00
comfyanonymous 314e526c5c Not needed anymore because sampling works with any latent size. 2023-05-09 12:18:18 -04:00
comfyanonymous c6e34963e4 Make t2i adapter work with any latent resolution. 2023-05-08 18:15:19 -04:00
comfyanonymous a1f12e370d Merge branch 'autostart' of https://github.com/EllangoK/ComfyUI 2023-05-07 17:19:03 -04:00
comfyanonymous 6fc4917634 Make maximum_batch_area take into account python2.0 attention function.
More conservative xformers maximum_batch_area.
2023-05-06 19:58:54 -04:00
comfyanonymous 678f933d38 maximum_batch_area for xformers.
Remove useless code.
2023-05-06 19:28:46 -04:00
EllangoK 8e03c789a2 auto-launch cli arg 2023-05-06 16:59:40 -04:00
comfyanonymous cb1551b819 Lowvram mode for gligen and fix some lowvram issues. 2023-05-05 18:11:41 -04:00
comfyanonymous af9cc1fb6a Search recursively in subfolders for embeddings. 2023-05-05 01:28:48 -04:00
comfyanonymous 6ee11d7bc0 Fix import. 2023-05-05 00:19:35 -04:00
comfyanonymous bae4fb4a9d Fix imports. 2023-05-04 18:10:29 -04:00
comfyanonymous fcf513e0b6 Refactor. 2023-05-03 17:48:35 -04:00
comfyanonymous a74e176a24 Merge branch 'tiled-progress' of https://github.com/pythongosssss/ComfyUI 2023-05-03 16:24:56 -04:00
pythongosssss 5eeecf3fd5 remove unused import 2023-05-03 18:21:23 +01:00
pythongosssss 8912623ea9 use comfy progress bar 2023-05-03 18:19:22 +01:00
comfyanonymous 908dc1d5a8 Add a total_steps value to sampler callback. 2023-05-03 12:58:10 -04:00
pythongosssss fdf57325f4 Merge remote-tracking branch 'origin/master' into tiled-progress 2023-05-03 17:33:42 +01:00
pythongosssss 27df74101e reduce duplication 2023-05-03 17:33:19 +01:00
comfyanonymous 93c64afaa9 Use sampler callback instead of tqdm hook for progress bar. 2023-05-02 23:00:49 -04:00
pythongosssss 06ad35b493 added progress to encode + upscale 2023-05-02 19:18:07 +01:00
comfyanonymous ba8a4c3667 Change latent resolution step to 8. 2023-05-02 14:17:51 -04:00
comfyanonymous 66c8aa5c3e Make unet work with any input shape. 2023-05-02 13:31:43 -04:00
comfyanonymous 9c335a553f LoKR support. 2023-05-01 18:18:23 -04:00
comfyanonymous d3293c8339 Properly disable all progress bars when disable_pbar=True 2023-05-01 15:52:17 -04:00
BlenderNeko a2e18b1504 allow disabling of progress bar when sampling 2023-04-30 18:59:58 +02:00
comfyanonymous 071011aebe Mask strength should be separate from area strength. 2023-04-29 20:06:53 -04:00
comfyanonymous 870fae62e7 Merge branch 'condition_by_mask_node' of https://github.com/guill/ComfyUI 2023-04-29 15:05:18 -04:00
Jacob Segal af02393c2a Default to sampling entire image
By default, when applying a mask to a condition, the entire image will
still be used for sampling. The new "set_area_to_bounds" option on the
node will allow the user to automatically limit conditioning to the
bounds of the mask.

I've also removed the dependency on torchvision for calculating bounding
boxes. I've taken the opportunity to fix some frustrating details in the
other version:
1. An all-0 mask will no longer cause an error
2. Indices are returned as integers instead of floats so they can be
   used to index into tensors.
2023-04-29 00:16:58 -07:00
comfyanonymous 056e5545ff Don't try to get vram from xpu or cuda when directml is enabled. 2023-04-29 00:28:48 -04:00
comfyanonymous 2ca934f7d4 You can now select the device index with: --directml id
Like this for example: --directml 1
2023-04-28 16:51:35 -04:00
comfyanonymous 3baded9892 Basic torch_directml support. Use --directml to use it. 2023-04-28 14:28:57 -04:00
Jacob Segal e214c917ae Add Condition by Mask node
This PR adds support for a Condition by Mask node. This node allows
conditioning to be limited to a non-rectangle area.
2023-04-27 20:03:27 -07:00
comfyanonymous 5a971cecdb Add callback to sampler function.
Callback format is: callback(step, x0, x)
2023-04-27 04:38:44 -04:00
comfyanonymous aa57136dae Some fixes to the batch masks PR. 2023-04-25 01:12:40 -04:00
comfyanonymous c50208a703 Refactor more code to sample.py 2023-04-24 23:25:51 -04:00
comfyanonymous 7983b3a975 This is cleaner this way. 2023-04-24 22:45:35 -04:00
BlenderNeko 0b07b2cc0f gligen tuple 2023-04-24 21:47:57 +02:00
pythongosssss c8c9926eeb Add progress to vae decode tiled 2023-04-24 11:55:44 +01:00
BlenderNeko d9b1595f85 made sample functions more explicit 2023-04-24 12:53:10 +02:00
BlenderNeko 5818539743 add docstrings 2023-04-23 20:09:09 +02:00
BlenderNeko 8d2de420d3 Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI 2023-04-23 20:02:18 +02:00
BlenderNeko 2a09e2aa27 refactor/split various bits of code for sampling 2023-04-23 20:02:08 +02:00
comfyanonymous 5282f56434 Implement Linear hypernetworks.
Add a HypernetworkLoader node to use hypernetworks.
2023-04-23 12:35:25 -04:00
comfyanonymous 6908f9c949 This makes pytorch2.0 attention perform a bit faster. 2023-04-22 14:30:39 -04:00
comfyanonymous 907010e082 Remove some useless code. 2023-04-20 23:58:25 -04:00
comfyanonymous 96b57a9ad6 Don't pass adm to model when it doesn't support it. 2023-04-19 21:11:38 -04:00
comfyanonymous 3696d1699a Add support for GLIGEN textbox model. 2023-04-19 11:06:32 -04:00
comfyanonymous 884ea653c8 Add a way for nodes to set a custom CFG function. 2023-04-17 11:05:15 -04:00
comfyanonymous 73c3e11e83 Fix model_management import so it doesn't get executed twice. 2023-04-15 19:04:33 -04:00
comfyanonymous 81d1f00df3 Some refactoring: from_tokens -> encode_from_tokens 2023-04-15 18:46:58 -04:00
comfyanonymous 719c26c3c9 Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI 2023-04-15 14:16:50 -04:00
BlenderNeko d0b1b6c6bf fixed improper padding 2023-04-15 19:38:21 +02:00
comfyanonymous deb2b93e79 Move code to empty gpu cache to model_management.py 2023-04-15 11:19:07 -04:00
comfyanonymous 04d9bc13af Safely load pickled embeds that don't load with weights_only=True. 2023-04-14 15:33:43 -04:00
BlenderNeko da115bd78d ensure backwards compat with optional args 2023-04-14 21:16:55 +02:00
BlenderNeko 752f7a162b align behavior with old tokenize function 2023-04-14 21:02:45 +02:00
comfyanonymous 334aab05e5 Don't stop workflow if loading embedding fails. 2023-04-14 13:54:00 -04:00
BlenderNeko 73175cf58c split tokenizer from encoder 2023-04-13 22:06:50 +02:00
BlenderNeko 8489cba140 add unique ID per word/embedding for tokenizer 2023-04-13 22:01:01 +02:00
comfyanonymous 92eca60ec9 Fix for new transformers version. 2023-04-09 15:55:21 -04:00
comfyanonymous 1e1875f674 Print xformers version and warning about 0.0.18 2023-04-09 01:31:47 -04:00
comfyanonymous 7e254d2f69 Clarify what --windows-standalone-build does. 2023-04-07 15:52:56 -04:00
comfyanonymous 44fea05064 Cleanup. 2023-04-07 02:31:46 -04:00
comfyanonymous 58ed0f2da4 Fix loading SD1.5 diffusers checkpoint. 2023-04-07 01:30:33 -04:00
comfyanonymous 8b9ac8fedb Merge branch 'master' of https://github.com/sALTaccount/ComfyUI 2023-04-07 01:03:43 -04:00
comfyanonymous 64557d6781 Add a --force-fp32 argument to force fp32 for debugging. 2023-04-07 00:27:54 -04:00
comfyanonymous bceccca0e5 Small refactor. 2023-04-06 23:53:54 -04:00
comfyanonymous 28a7205739 Merge branch 'ipex' of https://github.com/kwaa/ComfyUI-IPEX 2023-04-06 23:45:29 -04:00
藍+85CD 05eeaa2de5
Merge branch 'master' into ipex 2023-04-07 09:11:30 +08:00
EllangoK 28fff5d1db fixes lack of support for multi configs
also adds some metavars to argarse
2023-04-06 19:06:39 -04:00
comfyanonymous f84f2508cc Rename the cors parameter to something more verbose. 2023-04-06 15:24:55 -04:00
EllangoK 48efae1608 makes cors a cli parameter 2023-04-06 15:06:22 -04:00
EllangoK 01c1fc669f set listen flag to listen on all if specifed 2023-04-06 13:19:00 -04:00
藍+85CD 3e2608e12b Fix auto lowvram detection on CUDA 2023-04-06 15:44:05 +08:00
sALTaccount 60127a8304 diffusers loader 2023-04-05 23:57:31 -07:00
藍+85CD 7cb924f684 Use separate variables instead of `vram_state` 2023-04-06 14:24:47 +08:00
藍+85CD 84b9c0ac2f Import intel_extension_for_pytorch as ipex 2023-04-06 12:27:22 +08:00
EllangoK e5e587b1c0 seperates out arg parser and imports args 2023-04-05 23:41:23 -04:00
藍+85CD 37713e3b0a Add basic XPU device support
closed #387
2023-04-05 21:22:14 +08:00
comfyanonymous e46b1c3034 Disable xformers in VAE when xformers == 0.0.18 2023-04-04 22:22:02 -04:00
comfyanonymous 1718730e80 Ignore embeddings when sizes don't match and print a WARNING. 2023-04-04 11:49:29 -04:00
comfyanonymous 23524ad8c5 Remove print. 2023-04-03 22:58:54 -04:00
comfyanonymous 539ff487a8 Pull latest tomesd code from upstream. 2023-04-03 15:49:28 -04:00
comfyanonymous f50b1fec69 Add noise augmentation setting to unCLIPConditioning. 2023-04-03 13:50:29 -04:00
comfyanonymous 809bcc8ceb Add support for unCLIP SD2.x models.
See _for_testing/unclip in the UI for the new nodes.

unCLIPCheckpointLoader is used to load them.

unCLIPConditioning is used to add the image cond and takes as input a
CLIPVisionEncode output which has been moved to the conditioning section.
2023-04-01 23:19:15 -04:00
comfyanonymous 0d972b85e6 This seems to give better quality in tome. 2023-03-31 18:36:18 -04:00
comfyanonymous 18a6c1db33 Add a TomePatchModel node to the _for_testing section.
Tome increases sampling speed at the expense of quality.
2023-03-31 17:19:58 -04:00
comfyanonymous 61ec3c9d5d Add a way to pass options to the transformers blocks. 2023-03-31 13:04:39 -04:00
comfyanonymous afd65d3819 Fix noise mask not working with > 1 batch size on ksamplers. 2023-03-30 03:50:12 -04:00
comfyanonymous b2554bc4dd Split VAE decode batches depending on free memory. 2023-03-29 02:24:37 -04:00
comfyanonymous 0d65cb17b7 Fix ddim_uniform crashing with 37 steps. 2023-03-28 16:29:35 -04:00
Francesco Yoshi Gobbo f55755f0d2
code cleanup 2023-03-27 06:48:09 +02:00
Francesco Yoshi Gobbo cf0098d539
no lowvram state if cpu only 2023-03-27 04:51:18 +02:00
comfyanonymous f5365c9c81 Fix ddim for Mac: #264 2023-03-26 00:36:54 -04:00
comfyanonymous 4adcea7228 I don't think controlnets were being handled correctly by MPS. 2023-03-24 14:33:16 -04:00
comfyanonymous 3c6ff8821c Merge branch 'master' of https://github.com/GaidamakUA/ComfyUI 2023-03-24 13:56:43 -04:00
Yurii Mazurevich fc71e7ea08 Fixed typo 2023-03-24 19:39:55 +02:00
comfyanonymous 7f0fd99b5d Make ddim work with --cpu 2023-03-24 11:39:51 -04:00
Yurii Mazurevich 4b943d2b60 Removed unnecessary comment 2023-03-24 14:15:30 +02:00
Yurii Mazurevich 89fd5ed574 Added MPS device support 2023-03-24 14:12:56 +02:00
comfyanonymous dd095efc2c Support loha that use cp decomposition. 2023-03-23 04:32:25 -04:00
comfyanonymous 94a7c895f4 Add loha support. 2023-03-23 03:40:12 -04:00
comfyanonymous 3ed4a4e4e6 Try again with vae tiled decoding if regular fails because of OOM. 2023-03-22 14:49:00 -04:00
comfyanonymous 4039616ca6 Less seams in tiled outputs at the cost of more processing. 2023-03-22 03:29:09 -04:00
comfyanonymous c692509c2b Try to improve VAEEncode memory usage a bit. 2023-03-22 02:45:18 -04:00
comfyanonymous 9d0665c8d0 Add laptop quadro cards to fp32 list. 2023-03-21 16:57:35 -04:00
comfyanonymous cc309568e1 Add support for locon mid weights. 2023-03-21 14:51:51 -04:00
comfyanonymous edfc4ca663 Try to fix a vram issue with controlnets. 2023-03-19 10:50:38 -04:00
comfyanonymous b4b21be707 Fix area composition feathering not working properly. 2023-03-19 02:00:52 -04:00
comfyanonymous 50099bcd96 Support multiple paths for embeddings. 2023-03-18 03:08:43 -04:00
comfyanonymous 2e73367f45 Merge T2IAdapterLoader and ControlNetLoader.
Workflows will be auto updated.
2023-03-17 18:17:59 -04:00