[Bug]: Error happens when switch base model and lora model, error happens when open extension page.

Checklist

[ ] The issue exists after disabling all extensions
[x] The issue exists on a clean installation of webui
[ ] 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
[X] The issue has been reported before but has not been fixed yet
What happened?

I have not start stable diffusion for about a month, and today when I want to use it. There is error reported in UI, but in console, no specific error reported. And in web UI page, I can not switch base model and lora model , also can not open the extension page, please see below page.
Steps to reproduce the problem

just run the "run.bat", the error happens.
What should have happened?

it should be run without error.
What browsers do you use to access the UI ?

No response
Sysinfo

sysinfo-2024-06-30-07-06.json
Console logs

`Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug  1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)]
Version: f0.0.17v1.8.0rc-latest-278-gbfee03d8
Commit hash: bfee03d8d9415a925616f40ede030fe7a51cbcfd
Launching Web UI with arguments:
Total VRAM 12282 MB, total RAM 32604 MB
Set vram state to: NORMAL_VRAM
Device: cuda:0 NVIDIA GeForce RTX 4070 : native
Hint: your device supports --pin-shared-memory for potential speed improvements.
Hint: your device supports --cuda-malloc for potential speed improvements.
Hint: your device supports --cuda-stream for potential speed improvements.
VAE dtype: torch.bfloat16
CUDA Stream Activated:  False
Using pytorch cross attention
ControlNet preprocessor location: D:\stableDiffusion\webui_forge_cu121_torch21\webui\models\ControlNetPreprocessor
Tag Autocomplete: Could not locate model-keyword extension, Lora trigger word completion will be limited to those added through the extra networks menu.
[-] ADetailer initialized. version: 24.1.2, num models: 13
[AddNet] Updating model hashes...
0it [00:00, ?it/s]
[AddNet] Updating model hashes...
0it [00:00, ?it/s]
dirname:  D:\stableDiffusion\webui_forge_cu121_torch21\webui\localizations
localizations:  {'zh_CN': 'D:\\stableDiffusion\\webui_forge_cu121_torch21\\webui\\extensions\\stable-diffusion-webui-localization-zh_CN\\localizations\\zh_CN.json'}
Loading weights [58b123e285] from D:\stableDiffusion\webui_forge_cu121_torch21\webui\models\Stable-diffusion\realcartoonPixar_v10.safetensors
2024-06-30 14:48:08,857 - ControlNet - INFO - ControlNet UI callback registered.
D:\stableDiffusion\webui_forge_cu121_torch21\webui\extensions\sd-webui-additional-networks\scripts\metadata_editor.py:399: GradioDeprecationWarning: The `style` method is deprecated. Please set these arguments in the constructor instead.
  with gr.Row().style(equal_height=False):
D:\stableDiffusion\webui_forge_cu121_torch21\webui\extensions\sd-webui-additional-networks\scripts\metadata_editor.py:521: GradioDeprecationWarning: The `style` method is deprecated. Please set these arguments in the constructor instead.
  cover_image = gr.Image(
model_type EPS
UNet ADM Dimension 0
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 11.7s (prepare environment: 2.3s, import torch: 2.4s, import gradio: 0.7s, setup paths: 0.6s, initialize shared: 0.1s, other imports: 0.5s, load scripts: 4.2s, create ui: 0.5s, gradio launch: 0.2s).
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(['embedding_manager.embedder.transformer.text_model.embeddings.position_embedding.weight', 'embedding_manager.embedder.transformer.text_model.embeddings.position_ids', 'embedding_manager.embedder.transformer.text_model.embeddings.token_embedding.weight', 'embedding_manager.embedder.transformer.text_model.encoder.layers.0.layer_norm1.bias', 'embedding_manager.embedder.transformer.text_model.encoder.layers.0.layer_norm1.weight', 'embedding_manager.embedder.transformer.text_model.encoder.layers.0.layer_norm2.bias', 'embedding_manager.embedder.transformer.text_model.encoder.layers.0.layer_norm2.weight', 'embedding_manager.embedder.transformer.text_model.encoder.layers.0.mlp.fc1.bias', 'embedding_manager.embedder.transformer.text_model.encoder.layers.0.mlp.fc1.weight', 'embedding_manager.embedder.transformer.text_model.encoder.layers.0.mlp.fc2.bias', 'embedding_manager.embedder.transformer.text_model.encoder.layers.0.mlp.fc2.weight', 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'lora_te_text_model_encoder_layers_9_self_attn_v_proj.lora_up.weight', 'model_ema.decay', 'model_ema.num_updates'])
To load target model SD1ClipModel
Begin to load 1 model
[Memory Management] Current Free GPU Memory (MB) =  11107.9990234375
[Memory Management] Model Memory (MB) =  454.2076225280762
[Memory Management] Minimal Inference Memory (MB) =  1024.0
[Memory Management] Estimated Remaining GPU Memory (MB) =  9629.791400909424
Moving model(s) has taken 0.15 seconds
Model loaded in 3.6s (load weights from disk: 0.6s, forge load real models: 2.0s, load VAE: 0.5s, calculate empty prompt: 0.5s).`
Additional information

And I have found a discussion in https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/597, also no response.... And another similar problem on : https://github.com/lllyasviel/Fooocus/issues/1651 . Seems change base model to XL and 1.5 would fix this problem. But this another project, and I don't know how to change it without web UI. Also, this is a work around, please solve this bug.
lllyasviel / stable-diffusion-webui-forge

[Bug]: Error happens when switch base model and lora model, error happens when open extension page. #830
