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ComfyUI
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1143 Commits

Author SHA1 Message Date
comfyanonymous 8ce2a1052c Optimizations to --fast and scaled fp8. 2024-10-22 02:12:28 -04:00
comfyanonymous f82314fcfc Fix duplicate sigmas on beta scheduler. 2024-10-21 20:19:45 -04:00
comfyanonymous 0075c6d096 Mixed precision diffusion models with scaled fp8. 
This change allows supports for diffusion models where all the linears are
scaled fp8 while the other weights are the original precision.
 2024-10-21 18:12:51 -04:00
comfyanonymous 83ca891118 Support scaled fp8 t5xxl model. 2024-10-20 22:27:00 -04:00
comfyanonymous f9f9faface Fixed model merging issue with scaled fp8. 2024-10-20 06:24:31 -04:00
comfyanonymous 471cd3eace fp8 casting is fast on GPUs that support fp8 compute. 2024-10-20 00:54:47 -04:00
comfyanonymous a68bbafddb Support diffusion models with scaled fp8 weights. 2024-10-19 23:47:42 -04:00
comfyanonymous 73e3a9e676 Clamp output when rounding weight to prevent Nan. 2024-10-19 19:07:10 -04:00
comfyanonymous 67158994a4 Use the lowvram cast_to function for everything. 2024-10-17 17:25:56 -04:00
comfyanonymous 0bedfb26af Revert "Fix Transformers FutureWarning (#5140)" 
This reverts commit 95b7cf9bbe.
 2024-10-16 12:36:19 -04:00
comfyanonymous f584758271 Cleanup some useless lines. 2024-10-14 21:02:39 -04:00
svdc 95b7cf9bbe
Fix Transformers FutureWarning (#5140) 
* Update sd1_clip.py

Fix Transformers FutureWarning

* Update sd1_clip.py

Fix comment
 2024-10-14 20:12:20 -04:00
comfyanonymous 3c60ecd7a8 Fix fp8 ops staying enabled. 2024-10-12 14:10:13 -04:00
comfyanonymous 7ae6626723 Remove useless argument. 2024-10-12 07:16:21 -04:00
comfyanonymous 6632365e16 model_options consistency between functions. 
weight_dtype -> dtype
 2024-10-11 20:51:19 -04:00
Kadir Nar ad07796777
🐛 Add device to variable c (#5210) 2024-10-11 20:37:50 -04:00
comfyanonymous 1b80895285 Make clip loader nodes support loading sd3 t5xxl in lower precision. 
Add attention mask support in the SD3 text encoder code.
 2024-10-10 15:06:15 -04:00
Dr.Lt.Data 5f9d5a244b
Hotfix for the div zero occurrence when memory_used_encode is 0 (#5121) 
https://github.com/comfyanonymous/ComfyUI/issues/5069#issuecomment-2382656368
 2024-10-09 23:34:34 -04:00
Jonathan Avila 4b2f0d9413
Increase maximum macOS version to 15.0.1 when forcing upcast attention (#5191) 2024-10-09 22:21:41 -04:00
comfyanonymous e38c94228b Add a weight_dtype fp8_e4m3fn_fast to the Diffusion Model Loader node. 
This is used to load weights in fp8 and use fp8 matrix multiplication.
 2024-10-09 19:43:17 -04:00
comfyanonymous 203942c8b2 Fix flux doras with diffusers keys. 2024-10-08 19:03:40 -04:00
comfyanonymous 8dfa0cc552 Make SD3 fast previews a little better. 2024-10-07 09:19:59 -04:00
comfyanonymous e5ecdfdd2d Make fast previews for SDXL a little better by adding a bias. 2024-10-06 19:27:04 -04:00
comfyanonymous 7d29fbf74b Slightly improve the fast previews for flux by adding a bias. 2024-10-06 17:55:46 -04:00
comfyanonymous 7d2467e830 Some minor cleanups. 2024-10-05 13:22:39 -04:00
comfyanonymous 6f021d8aa0 Let --verbose have an argument for the log level. 2024-10-04 10:05:34 -04:00
comfyanonymous d854ed0bcf Allow using SD3 type te output on flux model. 2024-10-03 09:44:54 -04:00
comfyanonymous abcd006b8c Allow more permutations of clip/t5 in dual clip loader. 2024-10-03 09:26:11 -04:00
comfyanonymous d985d1d7dc CLIP Loader node now supports clip_l and clip_g only for SD3. 2024-10-02 04:25:17 -04:00
comfyanonymous d1cdf51e1b Refactor some of the TE detection code. 2024-10-01 07:08:41 -04:00
comfyanonymous b4626ab93e Add simpletuner lycoris format for SD unet. 2024-09-30 06:03:27 -04:00
comfyanonymous a9e459c2a4 Use torch.nn.functional.linear in RGB preview code. 
Add an optional bias to the latent RGB preview code.
 2024-09-29 11:27:49 -04:00
comfyanonymous 3bb4dec720 Fix issue with loras, lowvram and --fast fp8. 2024-09-28 14:42:32 -04:00
City 8733191563
Flux torch.compile fix (#5082) 2024-09-27 22:07:51 -04:00
comfyanonymous bdd4a22a2e Fix flux TE not loading t5 embeddings. 2024-09-24 22:57:22 -04:00
chaObserv 479a427a48
Add dpmpp_2m_cfg_pp (#4992) 2024-09-24 02:42:56 -04:00
comfyanonymous 3a0eeee320 Make --listen listen on both ipv4 and ipv6 at the same time by default. 2024-09-23 04:38:19 -04:00
comfyanonymous 9c41bc8d10 Remove useless line. 2024-09-23 02:32:29 -04:00
comfyanonymous 7a415f47a9 Add an optional VAE input to the ControlNetApplyAdvanced node. 
Deprecate the other controlnet nodes.
 2024-09-22 01:24:52 -04:00
comfyanonymous dc96a1ae19 Load controlnet in fp8 if weights are in fp8. 2024-09-21 04:50:12 -04:00
comfyanonymous 2d810b081e Add load_controlnet_state_dict function. 2024-09-21 01:51:51 -04:00
comfyanonymous 9f7e9f0547 Add an error message when a controlnet needs a VAE but none is given. 2024-09-21 01:33:18 -04:00
comfyanonymous 70a708d726 Fix model merging issue. 2024-09-20 02:31:44 -04:00
yoinked e7d4782736
add laplace scheduler [2407.03297] (#4990) 
* add laplace scheduler [2407.03297]

* should be here instead lol

* better settings
 2024-09-19 23:23:09 -04:00
comfyanonymous ad66f7c7d8 Add model_options to load_controlnet function. 2024-09-19 08:23:35 -04:00
Simon Lui de8e8e3b0d
Fix xpu Pytorch nightly build from calling optimize which doesn't exist. (#4978) 2024-09-19 05:11:42 -04:00
pharmapsychotic 0b7dfa986d
Improve tiling calculations to reduce number of tiles that need to be processed. (#4944) 2024-09-17 03:51:10 -04:00
comfyanonymous d514bb38ee Add some option to model_options for the text encoder. 
load_device, offload_device and the initial_device can now be set.
 2024-09-17 03:49:54 -04:00
comfyanonymous 0849c80e2a get_key_patches now works without unloading the model. 2024-09-17 01:57:59 -04:00
comfyanonymous e813abbb2c Long CLIP L support for SDXL, SD3 and Flux. 
Use the *CLIPLoader nodes.
 2024-09-15 07:59:38 -04:00