756 Commits

Author SHA1 Message Date
comfyanonymous
cd0be2a31e Fix some performance issues with weight loading and unloading.
Lower peak memory usage when changing model.

Fix case where model weights would be unloaded and reloaded.
2024-03-28 18:04:42 -04:00
comfyanonymous
494bd7579e Support SDXS 0.9 2024-03-27 23:58:58 -04:00
comfyanonymous
ec14272c0a dora_scale support for lora file. 2024-03-25 18:09:23 -04:00
comfyanonymous
af7900cd79 Optimize memory unload strategy for more optimized performance. 2024-03-24 02:36:30 -04:00
comfyanonymous
6b490edbab Add inverse noise scaling function. 2024-03-21 14:49:11 -04:00
comfyanonymous
4e8d2577a9 Fix regression with lcm not working with batches. 2024-03-20 20:48:54 -04:00
comfyanonymous
2db9fdbacc Fix regression with model merging. 2024-03-20 13:56:12 -04:00
comfyanonymous
1681937288 Don't unload model weights for non weight patches. 2024-03-20 02:27:58 -04:00
comfyanonymous
90ef1527e8 Make LCM sampler use the model noise scaling function. 2024-03-20 01:35:59 -04:00
comfyanonymous
b5fc494ded SV3D support. 2024-03-18 16:54:13 -04:00
comfyanonymous
3ed779e575 Make saved SD1 checkpoints match more closely the official one. 2024-03-18 00:26:23 -04:00
comfyanonymous
1e2c812a67 Move cascade scale factor from stage_a to latent_formats.py 2024-03-16 14:49:35 -04:00
comfyanonymous
3905e795dc SamplerDPMAdaptative node to test the different options. 2024-03-15 22:36:10 -04:00
comfyanonymous
6bcdcf1dc9 Fix control loras breaking. 2024-03-14 09:30:21 -04:00
comfyanonymous
7e04cdafc0 Lower memory usage for loras in lowvram mode at the cost of perf. 2024-03-13 20:07:27 -04:00
comfyanonymous
9956e2b6e7 Switch some more prints to logging. 2024-03-11 16:34:58 -04:00
comfyanonymous
46e5a518c3 Change log levels.
Logging level now defaults to info. --verbose sets it to debug.
2024-03-11 13:54:56 -04:00
comfyanonymous
35d0fd9a5d Replace prints with logging and add --verbose argument. 2024-03-10 12:14:23 -04:00
comfyanonymous
e1edf0fa13 Support loading the sr cascade controlnet. 2024-03-07 01:22:48 -05:00
comfyanonymous
661234a928 Set upscale algorithm to bilinear for stable cascade controlnet. 2024-03-06 02:59:40 -05:00
comfyanonymous
97495d195f Support stable cascade canny controlnet. 2024-03-06 02:25:42 -05:00
comfyanonymous
4f13622e3b Add compression_ratio to controlnet code. 2024-03-05 15:15:20 -05:00
comfyanonymous
be387b4894 Remove useless check. 2024-03-04 08:51:25 -05:00
comfyanonymous
03ccdd76a7 Simplify differential diffusion code. 2024-03-03 15:34:42 -05:00
Shiimizu
8363203d85 Implement Differential Diffusion (#2876)
* Implement Differential Diffusion

* Cleanup.

* Fix.

* Masks should be applied at full strength.

* Fix colors.

* Register the node.

* Cleaner code.

* Fix issue with getting unipc sampler.

* Adjust thresholds.

* Switch to linear thresholds.

* Only calculate nearest_idx on valid thresholds.
2024-03-03 15:34:13 -05:00
comfyanonymous
e7fb76e67b utils.set_attr can now be used to set any attribute.
The old set_attr has been renamed to set_attr_param.
2024-03-02 17:27:23 -05:00
comfyanonymous
8726a79de9 Add some tesla pascal GPUs to the fp16 working but slower list. 2024-03-02 17:16:31 -05:00
comfyanonymous
e4c40b647b Let conditioning specify custom concat conds. 2024-03-02 11:44:06 -05:00
comfyanonymous
b5931a324c Let model patches patch sub objects. 2024-03-02 11:43:27 -05:00
comfyanonymous
bd39d6bfd6 Cleanup: Use sampling noise scaling function for inpainting. 2024-03-01 14:24:41 -05:00
comfyanonymous
5af225ffd9 Move noise scaling to object with sampling math. 2024-03-01 12:54:38 -05:00
comfyanonymous
2e622719d7 Allow image_only_indicator to be None. 2024-02-29 13:11:30 -05:00
comfyanonymous
79e83f92e8 Koala 700M and 1B support.
Use the UNET Loader node to load the unet file to use them.
2024-02-28 12:10:11 -05:00
comfyanonymous
51125444a3 Remove duplicate text_projection key from some saved models. 2024-02-28 03:57:41 -05:00
comfyanonymous
4a76090e6a Auto detect playground v2.5 model. 2024-02-27 18:03:03 -05:00
comfyanonymous
0bd8fc1e4d Playground V2.5 support with ModelSamplingContinuousEDM node.
Use ModelSamplingContinuousEDM with edm_playground_v2.5 selected.
2024-02-27 15:12:33 -05:00
comfyanonymous
87ba3045a4 Make XL checkpoints save in a more standard format. 2024-02-27 02:07:40 -05:00
comfyanonymous
b80c33e2f3 Make the text projection saved in the checkpoint the right format. 2024-02-27 01:52:23 -05:00
comfyanonymous
13fb082928 Add a min_length property to tokenizer class. 2024-02-26 21:36:37 -05:00
comfyanonymous
c8556665f0 Make return_projected_pooled setable from the __init__ 2024-02-25 14:49:13 -05:00
comfyanonymous
3a1175858f Support loading old CLIP models saved with CLIPSave. 2024-02-25 08:29:12 -05:00
comfyanonymous
766b45c2c1 Always return unprojected pooled output for gligen. 2024-02-25 07:33:13 -05:00
comfyanonymous
9e5c5a0ad3 Move text projection into the CLIP model code.
Fix issue with not loading the SSD1B clip correctly.
2024-02-25 01:41:08 -05:00
comfyanonymous
c2c8c2e398 Support text encoder text_projection in lora. 2024-02-24 23:50:46 -05:00
comfyanonymous
011603557d Support lora keys with lora_prior_unet_ and lora_prior_te_ 2024-02-23 12:21:20 -05:00
logtd
5dfd39f190 Fix model and cond transformer options merge 2024-02-23 01:19:43 -07:00
comfyanonymous
8d2b46bfbe Cleanup uni_pc inpainting.
This causes some small changes to the uni pc inpainting behavior but it
seems to improve results slightly.
2024-02-23 02:39:35 -05:00
comfyanonymous
1fe5f6446f Add some latent2rgb matrices for previews. 2024-02-20 10:57:24 -05:00
comfyanonymous
ecdec096f3 Pass pooled CLIP to stage b. 2024-02-20 04:24:45 -05:00
comfyanonymous
084f3a1561 Align simple scheduling closer to official stable cascade scheduler. 2024-02-20 04:24:39 -05:00