[Bug]: ControlNet - ERROR - Recognizing Control Model failed

Nobody has claimed this yet.

### Checklist

- [ ] The issue exists after disabling all extensions
- [X] The issue exists on a clean installation of webui
- [X] The issue is caused by an extension, but I believe it is caused by a bug in the webui
- [X] The issue exists in the current version of the webui
- [X] The issue has not been reported before recently
- [ ] The issue has been reported before but has not been fixed yet

### What happened?

I tried inpaint image with controlnetT2IAdapter_t2iAdapterStyle. But i has a error: Recognizing Control Model failed: ~/stable-diffusion-webui-forge/models/ControlNet/controlnetT2IAdapter_t2iAdapterStyle.safetensors

### Steps to reproduce the problem

1) Dowload controlnetT2IAdapter_t2iAdapterStyle.safetensors from civilai
2) place it in ~/stable-diffusion-webui-forge/models/ControlNet
3) Go to Inpaint page of webui
4) Choose image and inpaint mask
5) Setup Controlnet Unit: ControlType - T2I-adapter, model - controlnetT2IAdapter_t2iAdapterStyle.safetensors
6) Click "Generate"

### What should have happened?

Inpainting complete without errors

### What browsers do you use to access the UI ?

Google Chrome

### Sysinfo

[sysinfo-2024-02-10-14-54.json](https://github.com/lllyasviel/stable-diffusion-webui-forge/files/14229607/sysinfo-2024-02-10-14-54.json)

### Console logs

```Shell
Using TCMalloc: libtcmalloc_minimal.so.4
libtcmalloc_minimal.so.4 is not linked with libpthreadand will trigger undefined symbol: ptthread_Key_Create error
Using TCMalloc: libtcmalloc.so.4
libtcmalloc.so.4 is not linked with libpthreadand will trigger undefined symbol: ptthread_Key_Create error
Python 3.11.6 (main, Nov 14 2023, 09:36:21) [GCC 13.2.1 20230801]
Version: f0.0.12-latest-110-g15bb49e7
Commit hash: 15bb49e761e837c0a3463a736762d11941ea69f7
Legacy Preprocessor init warning: Unable to install insightface automatically. Please try run `pip install insightface` manually.
Launching Web UI with arguments: --update-all-extensions --listen --always-gpu
Total VRAM 4039 MB, total RAM 15880 MB
Trying to enable lowvram mode because your GPU seems to have 4GB or less. If you don't want this use: --always-normal-vram
Set vram state to: LOW_VRAM
Device: cuda:0 NVIDIA GeForce GTX 1050 Ti : native
VAE dtype: torch.float32
Using pytorch cross attention
ControlNet preprocessor location: /home/mracobes/stable_diffusion/stable-diffusion-webui-forge/models/ControlNetPreprocessor
Loading weights [35937afca8] from /home/mracobes/stable_diffusion/stable-diffusion-webui-forge/models/Stable-diffusion/lazymixRealAmateur_v40Inpainting.safetensors
2024-02-10 17:51:36,288 - ControlNet - INFO - ControlNet UI callback registered.
Running on local URL: http://0.0.0.0:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 12.6s (prepare environment: 2.9s, import torch: 3.7s, import gradio: 1.2s, setup paths: 1.0s, other imports: 0.7s, setup gfpgan: 0.2s, load scripts: 1.7s, create ui: 0.6s, gradio launch: 0.4s).
model_type EPS
UNet ADM Dimension 0
Using pytorch attention in VAE
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
Using pytorch attention in VAE
extra {'cond_stage_model.clip_l.logit_scale', 'cond_stage_model.clip_l.text_projection'}
left over keys: dict_keys(['alphas_cumprod', 'alphas_cumprod_prev', 'betas', 'log_one_minus_alphas_cumprod', 'model_ema.decay', 'model_ema.num_updates', 'posterior_log_variance_clipped', 'posterior_mean_coef1', 'posterior_mean_coef2', 'posterior_variance', 'sqrt_alphas_cumprod', 'sqrt_one_minus_alphas_cumprod', 'sqrt_recip_alphas_cumprod', 'sqrt_recipm1_alphas_cumprod'])
To load target model SD1ClipModel
Begin to load 1 model
Model loaded in 6.4s (load weights from disk: 1.1s, forge load real models: 4.7s, load VAE: 0.1s, calculate empty prompt: 0.5s).
2024-02-10 17:56:27,926 - ControlNet - INFO - ControlNet Input Mode: InputMode.SIMPLE
2024-02-10 17:56:27,929 - ControlNet - INFO - Using preprocessor: t2ia_sketch_pidi
2024-02-10 17:56:27,929 - ControlNet - INFO - preprocessor resolution = 512
Automatic Memory Management: 128 Modules in 0.02 seconds.
2024-02-10 17:56:28,713 - ControlNet - ERROR - Recognizing Control Model failed: /home/mracobes/stable_diffusion/stable-diffusion-webui-forge/models/ControlNet/controlnetT2IAdapter_t2iAdapterStyle.safetensors
*** Error running process: /home/mracobes/stable_diffusion/stable-diffusion-webui-forge/extensions-builtin/sd_forge_controlnet/scripts/controlnet.py
Traceback (most recent call last):
File "/home/mracobes/stable_diffusion/stable-diffusion-webui-forge/modules/scripts.py", line 798, in process
script.process(p, *script_args)
File "/home/mracobes/stable_diffusion/stable-diffusion-webui-forge/venv/lib/python3.11/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/mracobes/stable_diffusion/stable-diffusion-webui-forge/extensions-builtin/sd_forge_controlnet/scripts/controlnet.py", line 526, in process
self.process_unit_after_click_generate(p, unit, params, *args, **kwargs)
File "/home/mracobes/stable_diffusion/stable-diffusion-webui-forge/venv/lib/python3.11/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/mracobes/stable_diffusion/stable-diffusion-webui-forge/extensions-builtin/sd_forge_controlnet/scripts/controlnet.py", line 389, in process_unit_after_click_generate
assert params.model is not None, logger.error(f"Recognizing Control Model failed: {model_filename}")
^^^^^^^^^^^^^^^^^^^^^^^^
AssertionError: None

---
To load target model AutoencoderKL
Begin to load 1 model
Moving model(s) has taken 0.11 seconds
*** Error running process_before_every_sampling: /home/mracobes/stable_diffusion/stable-diffusion-webui-forge/extensions-builtin/sd_forge_controlnet/scripts/controlnet.py
Traceback (most recent call last):
File "/home/mracobes/stable_diffusion/stable-diffusion-webui-forge/modules/scripts.py", line 830, in process_before_every_sampling
script.process_before_every_sampling(p, *script_args, **kwargs)
File "/home/mracobes/stable_diffusion/stable-diffusion-webui-forge/venv/lib/python3.11/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/mracobes/stable_diffusion/stable-diffusion-webui-forge/extensions-builtin/sd_forge_controlnet/scripts/controlnet.py", line 533, in process_before_every_sampling
self.process_unit_before_every_sampling(p, unit, self.current_params[i], *args, **kwargs)
~~~~~~~~~~~~~~~~~~~^^^
KeyError: 0

---
```

### Additional information

_No response_

Start with extensions-builtin/sd_forge_controlnet/scripts/controlnet.py, especially process_unit_after_click_generate at line 389 and the subsequent process_before_every_sampling failure. Reproduce the listed T2I-Adapter inpainting steps with the referenced model and inspect why it is not recognized. Done means generation completes without the recognition error or the resulting KeyError.

Written by the indexing model from the issue text.