[Bug]: Composable LoRa / Latent Couple produces garbed outputs

[Tophness]

Checklist

• The issue exists after disabling all extensions
• 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
• The issue exists in the current version of the webui
• The issue has not been reported before recently
• The issue has been reported before but has not been fixed yet

What happened?

Composable LoRa / Latent Couple produces garbed outputs.
This is caused by commit 9b471436b2226458a767077707ea102e331b5d78

Steps to reproduce the problem

1. Install any version of webui at or past 9b471436b2226458a767077707ea102e331b5d78
2. Install stable-diffusion-webui-composable-lora and stable-diffusion-webui-two-shot
3. Create masks assigned to different LoRas

What should have happened?

Should get outputs with separate LoRas assigned to different areas like this:

What browsers do you use to access the UI ?

Mozilla Firefox

Sysinfo

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"n_rows": -1,
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"outdir_samples": "",
"outdir_txt2img_samples": "outputs",
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"directories_filename_pattern": "[date]",
"directories_max_prompt_words": 8,
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"training_write_csv_every": 500,
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"training_enable_tensorboard": false,
"training_tensorboard_save_images": false,
"training_tensorboard_flush_every": 120,
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"load scripts/api_package.py": 0.0,
"load scripts/fastload.py": 0.009999990463256836,
"load scripts/fastload_view.py": 0.010001659393310547,
"load scripts/setting.py": 0.010013580322265625,
"load scripts/inpaint_anything.py": 0.9824018478393555,
"load scripts/khrfix.py": 0.0,
"load scripts/init.py": 0.0,
"load scripts/composable_lora_script.py": 0.03999662399291992,
"load scripts/sketch_helper.py": 0.0,
"load scripts/two_shot.py": 0.014002561569213867,
"load scripts/refiner.py": 0.0,
"load scripts/seed.py": 0.0,
"load scripts": 1.961573839187622,
"load upscalers": 0.0019989013671875,
"refresh VAE": 0.0,
"refresh textual inversion templates": 0.0,
"scripts list_optimizers": 0.0,
"scripts list_unets": 0.0,
"reload hypernetworks": 0.0020058155059814453,
"initialize extra networks": 0.0361173152923584,
"scripts before_ui_callback": 0.0019998550415039062,
"create ui": 0.9881529808044434,
"gradio launch": 0.29218077659606934,
"add APIs": 0.004000186920166016,
"app_started_callback/lora_script.py": 0.0,
"app_started_callback/api.py": 0.0019998550415039062,
"app_started_callback/openpose_editor.py": 0.0,
"app_started_callback": 0.0019998550415039062
}
},
"Packages": [
"absl-py==2.0.0",
"accelerate==0.21.0",
"addict==2.4.0",
"aenum==3.1.15",
"aiofiles==23.2.1",
"aiohttp==3.9.1",
"aiosignal==1.3.1",
"albumentations==1.3.1",
"altair==5.2.0",
"antlr4-python3-runtime==4.9.3",
"anyio==3.7.1",
"async-timeout==4.0.3",
"attrs==23.2.0",
"basicsr==1.4.2",
"beautifulsoup4==4.12.2",
"bidict==0.22.1",
"bitsandbytes==0.41.2.post2",
"blendmodes==2022",
"boltons==23.1.1",
"cachetools==5.3.2",
"certifi==2023.11.17",
"cffi==1.16.0",
"chardet==5.2.0",
"charset-normalizer==3.3.2",
"clean-fid==0.1.35",
"click==8.1.7",
"clip==1.0",
"colorama==0.4.6",
"coloredlogs==15.0.1",
"colorlog==6.8.0",
"contourpy==1.2.0",
"controlnet-aux==0.0.3",
"cssselect2==0.7.0",
"cycler==0.12.1",
"cython==3.0.8",
"dadaptation==3.2",
"deprecation==2.1.0",
"diffusers==0.25.0",
"discord-webhook==1.3.0",
"easydict==1.11",
"einops==0.4.1",
"embreex==2.17.7.post4",
"exceptiongroup==1.2.0",
"facexlib==0.3.0",
"fastapi==0.94.0",
"ffmpy==0.3.1",
"filelock==3.13.1",
"filterpy==1.4.5",
"flask-cors==4.0.0",
"flask-socketio==5.3.6",
"flask==2.2.3",
"flaskwebgui==0.3.5",
"flatbuffers==23.5.26",
"fonttools==4.47.0",
"frozenlist==1.4.1",
"fsspec==2023.12.2",
"ftfy==6.1.3",
"future==0.18.3",
"fvcore==0.1.5.post20221221",
"gdown==4.7.1",
"gfpgan==1.3.8",
"gitdb==4.0.11",
"gitpython==3.1.41",
"google-auth-oauthlib==1.0.0",
"google-auth==2.26.1",
"gradio-client==0.5.0",
"gradio==3.41.2",
"grpcio==1.60.0",
"h11==0.12.0",
"httpcore==0.15.0",
"httpx==0.24.1",
"huggingface-hub==0.20.2",
"humanfriendly==10.0",
"idna==3.6",
"imageio==2.33.1",
"importlib-metadata==7.0.1",
"importlib-resources==6.1.1",
"inflection==0.5.1",
"insightface==0.7.3",
"iopath==0.1.9",
"itsdangerous==2.1.2",
"jinja2==3.1.2",
"joblib==1.3.2",
"jsonmerge==1.8.0",
"jsonschema-specifications==2023.12.1",
"jsonschema==4.20.0",
"kiwisolver==1.4.5",
"kornia==0.6.7",
"lama-cleaner==1.2.5",
"lark==1.1.2",
"lazy-loader==0.3",
"lightning-utilities==0.10.0",
"llvmlite==0.41.1",
"lmdb==1.4.1",
"loguru==0.7.2",
"lpips==0.1.4",
"lxml==5.0.1",
"mapbox-earcut==1.0.1",
"markdown-it-py==3.0.0",
"markdown==3.5.1",
"markupsafe==2.1.3",
"matplotlib==3.8.2",
"mdurl==0.1.2",
"mediapipe==0.10.9",
"mpmath==1.3.0",
"multidict==6.0.4",
"networkx==3.2.1",
"numba==0.58.1",
"numpy==1.23.5",
"oauthlib==3.2.2",
"omegaconf==2.2.3",
"onnx==1.15.0",
"onnxruntime==1.16.3",
"open-clip-torch==2.20.0",
"opencv-contrib-python==4.9.0.80",
"opencv-python-headless==4.9.0.80",
"opencv-python==4.9.0.80",
"orjson==3.9.10",
"packaging==23.2",
"pandas==2.1.4",
"piexif==1.1.3",
"pillow==9.5.0",
"pip==22.2.1",
"platformdirs==4.1.0",
"portalocker==2.8.2",
"prettytable==3.9.0",
"protobuf==3.20.3",
"psutil==5.9.5",
"py-cpuinfo==9.0.0",
"pyasn1-modules==0.3.0",
"pyasn1==0.5.1",
"pycollada==0.8",
"pycparser==2.21",
"pydantic==1.10.13",
"pydub==0.25.1",
"pygments==2.17.2",
"pyparsing==3.1.1",
"pyreadline3==3.4.1",
"pysocks==1.7.1",
"python-dateutil==2.8.2",
"python-engineio==4.8.2",
"python-multipart==0.0.6",
"python-socketio==5.11.0",
"pytorch-lightning==1.9.4",
"pytorch-optimizer==2.12.0",
"pytz==2023.3.post1",
"pywavelets==1.5.0",
"pywin32==306",
"pyyaml==6.0.1",
"qudida==0.0.4",
"realesrgan==0.3.0",
"referencing==0.32.1",
"regex==2023.12.25",
"reportlab==4.0.8",
"requests-oauthlib==1.3.1",
"requests==2.31.0",
"resize-right==0.0.2",
"rich==13.7.0",
"rpds-py==0.16.2",
"rsa==4.9",
"rtree==1.1.0",
"safetensors==0.3.1",
"scikit-image==0.21.0",
"scikit-learn==1.3.2",
"scipy==1.11.4",
"seaborn==0.13.1",
"segment-anything==1.0",
"semantic-version==2.10.0",
"sentencepiece==0.1.99",
"setuptools==63.2.0",
"shapely==2.0.2",
"simple-websocket==1.0.0",
"six==1.16.0",
"smmap==5.0.1",
"sniffio==1.3.0",
"sounddevice==0.4.6",
"soupsieve==2.5",
"starlette==0.26.1",
"svg.path==6.3",
"svglib==1.5.1",
"sympy==1.12",
"tabulate==0.9.0",
"tb-nightly==2.16.0a20240107",
"tensorboard-data-server==0.7.2",
"tensorboard==2.13.0",
"termcolor==2.4.0",
"tf-keras-nightly==2.16.0.dev2024010710",
"thop==0.1.1.post2209072238",
"threadpoolctl==3.2.0",
"tifffile==2023.12.9",
"timm==0.9.2",
"tinycss2==1.2.1",
"tokenizers==0.13.3",
"tomesd==0.1.3",
"tomli==2.0.1",
"toolz==0.12.0",
"torch==2.0.1+cu118",
"torchdiffeq==0.2.3",
"torchmetrics==1.2.1",
"torchsde==0.2.6",
"torchvision==0.15.2+cu118",
"tqdm==4.66.1",
"trampoline==0.1.2",
"transformers==4.30.2",
"trimesh==4.0.8",
"typing-extensions==4.9.0",
"tzdata==2023.4",
"ultralytics==8.0.237",
"urllib3==2.1.0",
"uvicorn==0.25.0",
"wcwidth==0.2.13",
"webencodings==0.5.1",
"websockets==11.0.3",
"werkzeug==2.2.2",
"wheel==0.42.0",
"whichcraft==0.6.1",
"win32-setctime==1.1.0",
"wsproto==1.2.0",
"xformers==0.0.20",
"xxhash==3.4.1",
"yacs==0.1.8",
"yapf==0.40.2",
"yarl==1.9.4",
"zipp==3.17.0"
]
}

Console logs

Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug  1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)]
Version: v1.6.1-305-g9b471436
Commit hash: 9b471436b2226458a767077707ea102e331b5d78
Installing requirements
bin C:\Users\chris\AppData\Local\sdpre170\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cuda118.dll
If submitting an issue on github, please provide the full startup log for debugging purposes.

Initializing Dreambooth
Dreambooth revision: 8207ccd85430fdfddcb4afa8589c88305be40f9c
Checking xformers...
Checking bitsandbytes...
Checking bitsandbytes (Windows)
Virtual environment path: C:\Users\chris\AppData\Local\sdpre170\venv
Checking for C:\Users\chris\AppData\Local\sdpre170\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cuda111.dll
Found windows BNB DLL C:\Users\chris\AppData\Local\sdpre170\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cuda111.dll
Checking Dreambooth requirements...
Installed version of accelerate: 0.21.0
[Dreambooth] accelerate v0.21.0 is already installed.
Installed version of dadaptation: 3.2
[Dreambooth] dadaptation v3.2 is already installed.
Installed version of diffusers: 0.25.0
[Dreambooth] diffusers v0.25.0 is already installed.
Installed version of discord-webhook: 1.3.0
[Dreambooth] discord-webhook v1.3.0 is already installed.
Installed version of fastapi: 0.94.0
[Dreambooth] fastapi is already installed.
Installed version of gitpython: 3.1.32
[Dreambooth] gitpython v3.1.40 is not installed.
Successfully installed gitpython-3.1.41

Installed version of pytorch_optimizer: 2.12.0
[Dreambooth] pytorch_optimizer v2.12.0 is already installed.
Installed version of Pillow: 9.5.0
[Dreambooth] Pillow is already installed.
Installed version of tqdm: 4.66.1
[Dreambooth] tqdm is already installed.
Installed version of tomesd: 0.1.3
[Dreambooth] tomesd v0.1.2 is already installed.
Installed version of tensorboard: 2.13.0
[Dreambooth] tensorboard v2.13.0 is already installed.
[+] torch version 2.0.1+cu118 installed.
[+] torchvision version 0.15.2+cu118 installed.
[+] accelerate version 0.21.0 installed.
[+] diffusers version 0.25.0 installed.
[+] bitsandbytes version 0.41.2.post2 installed.
[!] xformers version 0.0.20 installed.
Launching Web UI with arguments:
bin C:\Users\chris\AppData\Local\sdpre170\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cuda118.dll
No module 'xformers'. Proceeding without it.
ControlNet preprocessor location: C:\Users\chris\AppData\Local\stable-diffusion-webui\extensions\sd-webui-controlnet\annotator\downloads
2024-01-16 23:51:12,121 - ControlNet - INFO - ControlNet v1.1.430
2024-01-16 23:51:12,177 - ControlNet - INFO - ControlNet v1.1.430
Loading weights [b245e4a7fa] from C:\Users\chris\AppData\Local\sdpre170\models\Stable-diffusion\turbovisionxlSuperFastXLBasedOnNew_tvxlV32Bakedvae.safetensors
2024-01-16 23:51:13,940 - ControlNetFastload - INFO - Load Controlnet Fastload Filter on isRemote=None and accessLevel=2
Creating model from config: C:\Users\chris\AppData\Local\sdpre170\repositories\generative-models\configs\inference\sd_xl_base.yaml
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 17.1s (prepare environment: 10.2s, import torch: 1.9s, import gradio: 0.6s, setup paths: 0.7s, initialize shared: 0.1s, other imports: 0.2s, setup codeformer: 0.1s, load scripts: 2.0s, create ui: 1.0s, gradio launch: 0.3s).
Applying attention optimization: Doggettx... done.
Model loaded in 5.1s (load weights from disk: 0.9s, create model: 0.4s, apply weights to model: 3.1s, calculate empty prompt: 0.6s).
Advanced elements visible: False
Composable LoRA load successful.
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:39<00:00,  7.95s/it]
Total progress: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:40<00:00,  8.13s/it]
2024-01-16 23:53:23,478 - ControlNet - INFO - unit_separate = False, style_align = False██████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:40<00:00,  7.35s/it]
2024-01-16 23:53:23,721 - ControlNet - INFO - Loading model: diffusers_xl_depth_full [2f51180b]
2024-01-16 23:53:23,867 - ControlNet - INFO - Loaded state_dict from [C:\Users\chris\AppData\Local\sdpre170\models\ControlNet\diffusers_xl_depth_full.safetensors]
2024-01-16 23:53:23,871 - ControlNet - INFO - controlnet_sdxl_config
2024-01-16 23:53:35,539 - ControlNet - INFO - ControlNet model diffusers_xl_depth_full [2f51180b] loaded.
2024-01-16 23:53:35,816 - ControlNet - INFO - Loading preprocessor: none
2024-01-16 23:53:35,817 - ControlNet - INFO - preprocessor resolution = 1024
2024-01-16 23:53:36,078 - ControlNet - INFO - Loading model: thibaud_xl_openpose [c7b9cadd]
2024-01-16 23:53:36,300 - ControlNet - INFO - Loaded state_dict from [C:\Users\chris\AppData\Local\sdpre170\models\ControlNet\thibaud_xl_openpose.safetensors]
2024-01-16 23:53:36,309 - ControlNet - INFO - controlnet_sdxl_config
Advanced elements visible: True
2024-01-16 23:53:44,205 - ControlNet - INFO - ControlNet model thibaud_xl_openpose [c7b9cadd] loaded.
2024-01-16 23:53:44,473 - ControlNet - INFO - Loading preprocessor: none
2024-01-16 23:53:44,473 - ControlNet - INFO - preprocessor resolution = 1024
2024-01-16 23:53:44,509 - ControlNet - INFO - ControlNet Hooked - Time = 21.03466558456421
Composable LoRA load successful.
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [01:36<00:00, 19.24s/it]
Total progress: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [01:33<00:00, 18.69s/it]
Total progress: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [01:33<00:00, 18.16s/it]

Additional information

No response

[Chaest]

I was having a similar issue and have waited since November in the hope this project finally gets an update.
The issue started at different commit for me (bit earlier than yours), but I do believe it is the same issue. I don't know why, but this extension seems to require to be loaded before the builtin extensions and around the time of the commit you pointed to, they switched the order of loading for extensions, having the builtins load first.
There is probably a solution around the methods that are called to solve this issue but I don't really want get into that.
In the mean time, a very very ugly workaround is to put this extension in the builtin extensions folder. It also needs to be renamed to be loaded before the extension it need (I'm guessing Lora ^^), so it need to start with a letter previous to "l" and in capital because they load caps first.

tl;dr:
Workaround: rename the extension folder to "Composable-lora" (capital intended) and move it to the "extensions-builtin" folder.