Commit Graph

335 Commits

Author SHA1 Message Date
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
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
comfyanonymous
7520fc3eac Fix embeddings not working with --gpu-only 2023-06-29 20:43:06 -04:00
comfyanonymous
790073a21d Move unet to device right after loading on highvram mode. 2023-06-29 20:43:06 -04:00
comfyanonymous
a9b4d721c0 Remove useless code. 2023-06-29 00:26:33 -04:00
comfyanonymous
edfb14822e This is unused but it should be 1280. 2023-06-28 18:04:23 -04:00
comfyanonymous
ae27a5625e Support for SDXL text encoder lora. 2023-06-28 02:22:49 -04:00
comfyanonymous
73519d4e76 Fix bug. 2023-06-28 00:38:07 -04:00
comfyanonymous
7b13cacfea 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
95008c22cd 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
0254a9d75b Support loras based on the stability unet implementation. 2023-06-26 02:56:11 -04:00
comfyanonymous
44e3d3caed Fix ddim + inpainting not working. 2023-06-26 00:48:48 -04:00
comfyanonymous
a098d7e4d2 Set the seed in the SDE samplers to make them more reproducible. 2023-06-25 03:04:57 -04:00
comfyanonymous
6d80c5ed30 Add support for TAESD decoder for SDXL. 2023-06-25 02:38:14 -04:00
comfyanonymous
c4c2db6ead 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
818bae8e52 Fix CLIPLoader node. 2023-06-24 13:56:46 -04:00
comfyanonymous
391ee8d21f Fix bug with controlnet. 2023-06-24 11:02:38 -04:00
comfyanonymous
0db33017af 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
51da619d73 Remove useless code. 2023-06-23 12:35:26 -04:00