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265 Commits

Author SHA1 Message Date
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