Commit Graph

63 Commits

Author SHA1 Message Date
comfyanonymous dfb397e034 Fix multiple controlnets not working. 2023-02-25 22:12:22 -05:00
comfyanonymous af3cc1b5fb Fixed issue when batched image was used as a controlnet input. 2023-02-25 14:57:28 -05:00
comfyanonymous d2da346b0b Fix missing variable. 2023-02-25 12:19:03 -05:00
comfyanonymous 4e6b83a80a Add a T2IAdapterLoader node to load T2I-Adapter models.
They are loaded as CONTROL_NET objects because they are similar.
2023-02-25 01:24:56 -05:00
comfyanonymous fcb25d37db Prepare for t2i adapter. 2023-02-24 23:36:17 -05:00
comfyanonymous cf5a211efc Remove some useless imports 2023-02-24 12:36:55 -05:00
comfyanonymous 87b00b37f6 Added an experimental VAEDecodeTiled.
This decodes the image with the VAE in tiles which should be faster and
use less vram.

It's in the _for_testing section so I might change/remove it or even
add the functionality to the regular VAEDecode node depending on how
well it performs which means don't depend too much on it.
2023-02-24 02:10:10 -05:00
comfyanonymous 62df8dd62a Add a node to load diff controlnets. 2023-02-22 23:22:03 -05:00
comfyanonymous f04dc2c2f4 Implement DDIM sampler. 2023-02-22 21:10:19 -05:00
comfyanonymous 2976c1ad28 Uni_PC: make max denoise behave more like other samplers.
On the KSamplers denoise of 1.0 is the same as txt2img but there was a
small difference on UniPC.
2023-02-22 02:21:06 -05:00
comfyanonymous c9daec4c89 Remove prints that are useless when xformers is enabled. 2023-02-21 22:16:13 -05:00
comfyanonymous a7328e4945 Add uni_pc bh2 variant. 2023-02-21 16:11:48 -05:00
comfyanonymous d80af7ca30 ControlNetApply now stacks.
It can be used to apply multiple control nets at the same time.
2023-02-21 01:18:53 -05:00
comfyanonymous 00a9189e30 Support old pytorch. 2023-02-19 16:59:03 -05:00
comfyanonymous 137ae2606c Support people putting commas after the embedding name in the prompt. 2023-02-19 02:50:48 -05:00
comfyanonymous 2326ff1263 Add: --highvram for when you want models to stay on the vram. 2023-02-17 21:27:02 -05:00
comfyanonymous 09f1d76ed8 Fix an OOM issue. 2023-02-17 16:21:01 -05:00
comfyanonymous d66415c021 Low vram mode for controlnets. 2023-02-17 15:48:16 -05:00
comfyanonymous 220a72d36b Use fp16 for fp16 control nets. 2023-02-17 15:31:38 -05:00
comfyanonymous 6135a21ee8 Add a way to control controlnet strength. 2023-02-16 18:08:01 -05:00
comfyanonymous 4efa67fa12 Add ControlNet support. 2023-02-16 10:38:08 -05:00
comfyanonymous bc69fb5245 Use inpaint models the proper way by using VAEEncodeForInpaint. 2023-02-15 20:44:51 -05:00
comfyanonymous cef2cc3cb0 Support for inpaint models. 2023-02-15 16:38:20 -05:00
comfyanonymous 07db00355f Add masks to samplers code for inpainting. 2023-02-15 13:16:38 -05:00
comfyanonymous e3451cea4f uni_pc now works with KSamplerAdvanced return_with_leftover_noise. 2023-02-13 12:29:21 -05:00
comfyanonymous f542f248f1 Show the right amount of steps in the progress bar for uni_pc.
The extra step doesn't actually call the unet so it doesn't belong in
the progress bar.
2023-02-11 14:59:42 -05:00
comfyanonymous f10b8948c3 768-v support for uni_pc sampler. 2023-02-11 04:34:58 -05:00
comfyanonymous ce0aeb109e Remove print. 2023-02-11 03:41:40 -05:00
comfyanonymous 5489d5af04 Add uni_pc sampler to KSampler* nodes. 2023-02-11 03:34:09 -05:00
comfyanonymous 1a4edd19cd Fix overflow issue with inplace softmax. 2023-02-10 11:47:41 -05:00
comfyanonymous 509c7dfc6d Use real softmax in split op to fix issue with some images. 2023-02-10 03:13:49 -05:00
comfyanonymous 7e1e193f39 Automatically enable lowvram mode if vram is less than 4GB.
Use: --normalvram to disable it.
2023-02-10 00:47:56 -05:00
comfyanonymous 324273fff2 Fix embedding not working when on new line. 2023-02-09 14:12:02 -05:00
comfyanonymous 1f6a467e92 Update ldm dir with latest upstream stable diffusion changes. 2023-02-09 13:47:36 -05:00
comfyanonymous 773cdabfce Same thing but for the other places where it's used. 2023-02-09 12:43:29 -05:00
comfyanonymous df40d4f3bf torch.cuda.OutOfMemoryError is not present on older pytorch versions. 2023-02-09 12:33:27 -05:00
comfyanonymous e8c499ddd4 Split optimization for VAE attention block. 2023-02-08 22:04:20 -05:00
comfyanonymous 5b4e312749 Use inplace operations for less OOM issues. 2023-02-08 22:04:13 -05:00
comfyanonymous 3fd87cbd21 Slightly smarter batching behaviour.
Try to keep batch sizes more consistent which seems to improve things on
AMD GPUs.
2023-02-08 17:28:43 -05:00
comfyanonymous bbdcf0b737 Use relative imports for k_diffusion. 2023-02-08 16:51:19 -05:00
comfyanonymous 708138c77d Remove print. 2023-02-08 14:51:18 -05:00
comfyanonymous 047775615b Lower the chances of an OOM. 2023-02-08 14:24:27 -05:00
comfyanonymous 853e96ada3 Increase it/s by batching together some stuff sent to unet. 2023-02-08 14:24:00 -05:00
comfyanonymous c92633eaa2 Auto calculate amount of memory to use for --lowvram 2023-02-08 11:42:37 -05:00
comfyanonymous 534736b924 Add some low vram modes: --lowvram and --novram 2023-02-08 11:37:10 -05:00
comfyanonymous a84cd0d1ad Don't unload/reload model from CPU uselessly. 2023-02-08 03:40:43 -05:00
comfyanonymous b1a7c9ebf6 Embeddings/textual inversion support for SD2.x 2023-02-05 15:49:03 -05:00
comfyanonymous 1de5aa6a59 Add a CLIPLoader node to load standalone clip weights.
Put them in models/clip
2023-02-05 15:20:18 -05:00
comfyanonymous 56d802e1f3 Use transformers CLIP instead of open_clip for SD2.x
This should make things a bit cleaner.
2023-02-05 14:36:28 -05:00
comfyanonymous bf9ccffb17 Small fix for SD2.x loras. 2023-02-05 11:38:25 -05:00