Jedrzej KosinskiandAmp 71b536c47f Fix dtype mismatch for SparseCtrl and SVD-ControlNet models ...

load_sparsectrl and load_svdcontrolnet never set controlnet_config["dtype"],
so the control model was built with dtype=None (float32) while the UNet runs
in fp16. This caused "mat1 and mat2 must have the same dtype, but got Half and
Float" at sampling time (notably for .pth/.ckpt SparseCtrl models).

Set controlnet_config["dtype"] = unet_dtype before building the model, matching
the existing ControlNet++ and CtrLoRA loaders and ComfyUI's own controlnet loader.

Fixes #574

Amp-Thread-ID: https://ampcode.com/threads/T-019e947a-9fd3-76df-a847-5eb68d7f18de
Co-authored-by: Amp <amp@ampcode.com>

2026-06-04 14:26:17 -07:00

..

control_ctrlora.py

Fix CtrLoRA preprocessor

2025-01-09 22:13:28 +08:00

control_lllite.py

Cleaned up some commented out code from control_lllite.py file

2024-11-14 15:20:48 -06:00

control_plusplus.py

Fixed device mismatch issue for ControlNet++, SparseCtrl, and SVDControlNet

2025-08-06 12:59:25 -07:00

control_reference.py

Values related to ad_params now obtained through transformer_options in get_control_inject, no longer requiring ADE to manually set them

2025-01-29 09:16:39 -06:00

control_sparsectrl.py

Refacotr SparseCtrl to depend on AnimateDiff-Evolved for AnimateDiffModel definition/creation; allows for code to not be duplicated and any feature that works for AD can be resued/exposed for SparseCtrl

2024-12-01 19:46:47 -06:00

control_svd.py

Made all controlnets works with upcoming ComfyUI changes, started work on making latent preprocs obsolete, still need to make control weights apply the same way as before

2024-06-27 05:03:10 -05:00

control.py

Fix dtype mismatch for SparseCtrl and SVD-ControlNet models

2026-06-04 14:26:17 -07:00

dinklink.py

Refacotr SparseCtrl to depend on AnimateDiff-Evolved for AnimateDiffModel definition/creation; allows for code to not be duplicated and any feature that works for AD can be resued/exposed for SparseCtrl

2024-12-01 19:46:47 -06:00

documentation.py

Comment out logging for nodes with no documentation

2024-08-14 20:27:00 -05:00

logger.py

Renamed control folder to adv_control

2024-01-10 03:41:55 -06:00

nodes_ctrlora.py

Fix Load CtrLoRA Model node being in the wrong category

2024-12-28 14:43:23 -06:00

nodes_deprecated.py

Replaced base Load Advanced ControlNet Model nodes with ones with cnet instead of control_net_name to leave more room for CN name

2024-11-14 04:57:12 -06:00

nodes_keyframes.py

Moved autosize to hidden props instead of optional to make use of AustinMroz's revised js, fixed outdated autosize values

2024-11-14 04:13:38 -06:00

nodes_loosecontrol.py

Renamed control folder to adv_control

2024-01-10 03:41:55 -06:00

nodes_main.py

Add initial CtrLoRA support, fix issue with vae not being set, add a way to disable multiplying compression_ratio by vae.downscale_ratio when not needed

2024-11-25 20:33:53 -06:00

nodes_plusplus.py

Fix regression of Load ControlNet++ Model (Multi) node

2024-12-07 05:06:41 -06:00

nodes_reference.py

Removed unnecessary dropdown from Reference ControlNet (Finetune) node, as should always be adain+attn anyway to prevent confusion

2024-04-02 01:14:06 -05:00

nodes_sparsectrl.py

Moved autosize to hidden props instead of optional to make use of AustinMroz's revised js, fixed outdated autosize values

2024-11-14 04:13:38 -06:00

nodes_weight.py

Add middle_mult extra via Middle Weight Extras node

2024-11-26 20:21:53 -06:00

nodes.py

Add middle_mult extra via Middle Weight Extras node

2024-11-26 20:21:53 -06:00

sampling.py

Values related to ad_params now obtained through transformer_options in get_control_inject, no longer requiring ADE to manually set them

2025-01-29 09:16:39 -06:00

utils.py

fix: update cast_bias_weight to use offloadable=True in clean_groupnorm

2026-03-29 18:37:59 -07:00