1363 Commits

Author SHA1 Message Date
bymyself
5b3f96785f Add Load Image Output node (#6790)
* add LoadImageOutput node

* add route for input/output/temp files

* update node_typing.py

* use literal type for image_folder field

* mark node as beta
2025-02-18 17:53:01 -05:00
Jukka Seppänen
0b5852ed5d Support loading and using SkyReels-V1-Hunyuan-I2V (#6862)
* Support SkyReels-V1-Hunyuan-I2V

* VAE scaling

* Fix T2V

oops

* Proper latent scaling
2025-02-18 17:06:54 -05:00
comfyanonymous
aa50906886 Fix typo.
Let me know if this slows things down on 2000 series and below.
2025-02-18 07:28:33 -05:00
comfyanonymous
4e37ad25fd Improve AMD arch detection. 2025-02-17 04:53:40 -05:00
comfyanonymous
4f1809faf8 bf16 manual cast works on old AMD. 2025-02-17 04:42:40 -05:00
comfyanonymous
e9c105523f Refactor torch version checks to be more future proof. 2025-02-17 04:36:45 -05:00
comfyanonymous
b02aa6ea50 Disable bf16 on AMD GPUs that don't support it. 2025-02-16 05:46:10 -05:00
comfyanonymous
539bc3e2e0 Disable pytorch attention in VAE for AMD. 2025-02-14 05:42:14 -05:00
comfyanonymous
98c0df4724 Auto enable mem efficient attention on gfx1100 on pytorch nightly 2.7
I'm not not sure which arches are supported yet. If you see improvements in
memory usage while using --use-pytorch-cross-attention on your AMD GPU let
me know and I will add it to the list.
2025-02-14 04:18:14 -05:00
comfyanonymous
451a692a3d Add a way to set a different compute dtype for the model at runtime.
Currently only works for diffusion models.
2025-02-13 20:34:03 -05:00
comfyanonymous
1f657be9a7 Better memory estimation for ROCm that support mem efficient attention.
There is no way to check if the card actually supports it so it assumes
that it does if you use --use-pytorch-cross-attention with yours.
2025-02-13 08:32:36 -05:00
comfyanonymous
66d579cd19 Fix ruff. 2025-02-12 06:49:16 -05:00
zhoufan2956
0f7eb12d62 mix_ascend_bf16_infer_err (#6794) 2025-02-12 06:48:11 -05:00
comfyanonymous
16bd3b8441 Add add_weight_wrapper function to model patcher.
Functions can now easily be added to wrap/modify model weights.
2025-02-12 05:55:35 -05:00
comfyanonymous
2a521a2e33 Cleanup. 2025-02-11 17:17:03 -05:00
HishamC
f49d8d3d1e Fix for running via DirectML (#6542)
* Fix for running via DirectML

Fix DirectML empty image generation issue with Flux1. add CPU fallback for unsupported path. Verified the model works on AMD GPUs

* fix formating

* update casual mask calculation
2025-02-11 17:11:32 -05:00
comfyanonymous
a7e5e662ab Make --force-fp16 actually force the diffusion model to be fp16. 2025-02-11 08:33:09 -05:00
comfyanonymous
6e2027a69b Make lumina model work with any latent resolution. 2025-02-10 00:24:20 -05:00
comfyanonymous
c80b2a425c Remove useless function. 2025-02-09 07:02:57 -05:00
Pam
a1cd544ace res_multistep: Fix cfgpp and add ancestral samplers (#6731) 2025-02-08 19:39:58 -05:00
comfyanonymous
84a5e51448 Make error more clear to user. 2025-02-08 18:57:24 -05:00
catboxanon
ca2a621e0b Allow FP16 accumulation with --fast (#6453)
Currently only applies to PyTorch nightly releases. (>=20250208)
2025-02-08 17:00:56 -05:00
comfyanonymous
6865c73a03 Don't compress http response by default.
Remove argument to disable it.

Add new --enable-compress-response-body argument to enable it.
2025-02-07 03:29:21 -05:00
comfyanonymous
1908648a5b Remove some useless code. 2025-02-06 05:00:37 -05:00
comfyanonymous
50a778e1ce Set the shift for Lumina back to 6. 2025-02-05 14:49:52 -05:00
comfyanonymous
ff7449847e Upcasting rope to fp32 seems to make no difference in this model. 2025-02-05 04:32:47 -05:00
comfyanonymous
f210ee69df Use regular numbers for rope in lumina model. 2025-02-05 04:17:25 -05:00
comfyanonymous
eaf581f1ed Fix lumina 2 batches. 2025-02-04 21:48:11 -05:00
comfyanonymous
0467641f12 Lower the default shift of lumina to reduce artifacts. 2025-02-04 06:50:37 -05:00
comfyanonymous
24b0e00898 Fix on python 3.9 2025-02-04 04:20:56 -05:00
comfyanonymous
e03a640306 Support Lumina 2 model. 2025-02-04 04:16:30 -05:00
comfyanonymous
fc1a24c402 Use maximum negative value instead of -inf for masks in text encoders.
This is probably more correct.
2025-02-02 09:46:00 -05:00
Dr.Lt.Data
4a3500c3ef better guide message for sageattention (#6634) 2025-02-02 09:26:47 -05:00
KarryCharon
e12555bdbf add disable-compres-response-body cli args; add compress middleware; (#6672) 2025-02-02 09:24:55 -05:00
comfyanonymous
af91112845 Only use stable cascade lora format with cascade model. 2025-02-01 06:35:22 -05:00
comfyanonymous
dcacbab9b0 Allow batch of different sigmas when noise scaling. 2025-01-30 06:49:52 -05:00
filtered
acf1f98438 Allow changing folder_paths.base_path via command line argument. (#6600)
* Reimpl. CLI arg directly inside folder_paths.

* Update tests to use CLI arg mocking.

* Revert last-minute refactor.

* Fix test state polution.
2025-01-29 08:06:28 -05:00
comfyanonymous
9dbb2b6d89 More friendly error messages for corrupted safetensors files. 2025-01-28 09:41:09 -05:00
comfyanonymous
5da1230892 Lower minimum ratio of loaded weights on Nvidia. 2025-01-27 05:26:51 -05:00
comfyanonymous
00e27c6202 Remove redundant code. 2025-01-25 19:04:53 -05:00
comfyanonymous
6da2db0e10 Remove useless code. 2025-01-24 06:15:54 -05:00
comfyanonymous
9cc63be0a0 Remove useless code. 2025-01-23 05:56:23 -05:00
Chenlei Hu
25f4e415da Remove unused function lcm in conds.py (#6572) 2025-01-23 05:54:09 -05:00
comfyanonymous
e3f3830dde Remove support for python 3.8. 2025-01-22 17:04:30 -05:00
chaObserv
4d5a8e8525 Add gradient estimation sampler (#6554) 2025-01-22 05:29:40 -05:00
comfyanonymous
eb64454c08 Add FluxDisableGuidance node to disable using the guidance embed. 2025-01-20 14:50:24 -05:00
comfyanonymous
71281dcc56 Cleanup old TODO. 2025-01-20 03:44:13 -05:00
Sergii Dymchenko
441dfbf8d9 Use torch.special.expm1 (#6388)
* Use `torch.special.expm1`

This function provides greater precision than `exp(x) - 1` for small values of `x`.

Found with TorchFix https://github.com/pytorch-labs/torchfix/

* Use non-alias
2025-01-19 04:54:32 -05:00
catboxanon
ccec4da418 Remove comfy.samplers self-import (#6506) 2025-01-18 17:49:51 -05:00
comfyanonymous
39b2c8eeee Uni pc sampler now works with audio and video models. 2025-01-18 05:27:58 -05:00