【安装220+插件】关于ComfyUI 安装220多个插件 依赖补齐的部分记录

最近在网上下载了网友们无私分享的大量ComfyUI插件,解压后打算集成到现有的ComfyUI部署环境中。齐全的插件库能为后续运行任意工作流扫清障碍,避免频繁因缺少插件而中断创作。整个依赖补齐过程耗费了不少时间和精力,但当看到所有外来插件最终都成功导入时,觉得所有折腾都很有价值。趁着记忆清晰,把带有一些特殊处理的这一过程详细记录下来(部分记录),以供日后回顾查阅,也希望能帮到有同样需求的朋友。


ComfyUI 加载221个插件成功:
在这里插入图片描述
220+插件完整正常导入截图附在文章最后。




一、操作前置:必做备份(重中之重)

在修改任何依赖之前,一定要先备份当前环境的所有依赖包,避免后续出现问题无法回滚。

# 导出当前环境依赖到文件,文件名包含日期便于区分
pip freeze > requirements20251121.txt

【ComfyUI/SD环境管理指南(一)】:如何避免插件安装导致的环境崩溃与快速修复




二、依赖缺失报错及对应解决命令

需要注意的是

  • 安装一般的依赖首先考虑加以下参数:
--no-deps
  • 如果安装失败或功能异常,再去除 --no-deps 参数以完整安装到虚拟环境

  • 如果网络不好请加以下参数:

 -i https://pypi.tuna.tsinghua.edu.cn/simple

以下是实操记录



1. 基础依赖缺失

报错输出:

ModuleNotFoundError: No module named ‘importlib_resources’

在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps importlib_resources

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘py3langid’

解决方法:
pip install --no-deps py3langid

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘sox’

解决方法:
pip install --no-deps sox

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘dlib’

解决方法:
pip install --no-deps dlib

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报错输出:

ModuleNotFoundError: No module named ‘face_alignment’

解决方法:
pip install --no-deps face_alignment

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报错输出:

ModuleNotFoundError: No module named ‘einx’

解决方法:
pip install --no-deps einx

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报错输出:

ModuleNotFoundError: No module named ‘runwayml’

解决方法:
pip install --no-deps runwayml

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报错输出:

ModuleNotFoundError: No module named ‘lpips’

解决方法:
pip install --no-deps lpips

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报错输出:

ModuleNotFoundError: No module named ‘tn’

(或 tn.chinese,实际包名为tn)

ModuleNotFoundError: No module named ‘tn.chinese’

在这里插入图片描述

解决方法:
pip install --no-deps tn

在这里插入图片描述

可能还需要搭配 'WeTextProcessing’包一起使用


报错输出:

ModuleNotFoundError: No module named ‘WeTextProcessing’

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps WeTextProcessing

在这里插入图片描述


报错输出:

ImportError: tokenizers>=0.22.0,<=0.23.0 is required for a normal
functioning of this module…

在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps "tokenizers>=0.22.0,<=0.23.0"

在这里插入图片描述


报错输出:

from transformers import ( ImportError: cannot import name
‘Qwen3VLForConditionalGeneration’ from ‘transformers’
(H:\PythonProjects1\Win_ComfyUI.venv\Lib\site-packages\transformers_init_.py)

这个报错多数是因为 transformers 版本过低

在这里插入图片描述

解决方法:

解决版本兼容问题(Qwen3-VL-Instruct 报错)
Qwen3VLForConditionalGeneration 需 transformers>=4.37.0,需升级 transformers:

pip install --no-deps --upgrade transformers

#  或者
pip install --upgrade transformers>=4.37.0

# 或者,加上 --no-deps 参数
pip install --no-deps --upgrade transformers --no-deps
pip install --upgrade transformers>=4.37.0 --no-deps

安装成功后可查看版本:

pip show transformers

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2. 中文处理及文本相关依赖

报错输出:

ModuleNotFoundError: No module named ‘pypinyin’

解决方法:
pip install pypinyin -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘silentcipher’

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps silentcipher

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘langdetect’

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps langdetect

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘frontend’

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解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps frontend

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报错输出:

ModuleNotFoundError: No module named ‘num2words’

在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps num2words

在这里插入图片描述



3. 特殊功能依赖(图像、音频、文档等)

报错输出:

Error loading AILab_SegmentV2.py: No module named ‘groundingdino’

在这里插入图片描述

解决方法:
pip install groundingdino-py

或者:

pip install groundingdino-py -i https://pypi.tuna.tsinghua.edu.cn/simple

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在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘ollama’

解决方法:
pip install ollama
# 或者:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps ollama

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘hangul_romanize’

在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps hangul-romanize

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘torch_complex’

在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps torch-complex

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘PyPDF2’

(PDF处理相关)

在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps PyPDF2

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘fitz’

(PyMuPDF,PDF转图片相关)

在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps fitz

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报错输出:

ModuleNotFoundError: No module named ‘whisper’

(音频转文字相关)
在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps whisper

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报错输出:

ModuleNotFoundError: No module named ‘glitch_this’

(图像特效相关)

在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps glitch-this

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘OpenGL’

No OpenGL_accelerate module loaded: No module named ‘OpenGL_accelerate’

在这里插入图片描述

在这里插入图片描述
在这里插入图片描述

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps OpenGL
# 安装加速包提升性能
pip install PyOpenGL PyOpenGL_accelerate --no-deps

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘opencv-contrib-python-headless’

ModuleNotFoundError: No module named ‘cv2’

(opencv相关依赖缺失)

解决方法(以管理员身份运行终端并安装):
pip install --no-deps opencv-contrib-python-headless -i https://mirrors.aliyun.com/pypi/simple/

在这里插入图片描述Windows 下权限不足会导致 pip 无法写入 .venv 目录,需以 管理员身份 运行终端 / ComfyUI:
关闭当前的 ComfyUI 窗口。
在开始菜单搜索 CMD 或 PowerShell,右键选择 “以管理员身份运行”。
在管理员终端中启动 ComfyUI(进入 ComfyUI 根目录,执行启动命令):

# 进入你的 ComfyUI 目录
cd H:\PythonProjects1\Win_ComfyUI
# 激活虚拟环境(如果用了 venv)
.venv\Scripts\activate
# 在管理员模式下安装 opencv-contrib-python-headless
pip install --no-deps opencv-contrib-python-headless -i https://mirrors.aliyun.com/pypi/simple/

以管理员身份安装缺失的这个依赖,安装时因权限问题导致的安装失败,大概率会被解决。



4. 进阶功能及谷歌云相关依赖

报错输出:

[GooglecloudStorage]Error:google-cloud-storagenot installed.
[Google cloud storage]Error: Please install it with: pip install google-cloud-storage

在这里插入图片描述

解决方法:
# 完整安装
pip install google-cloud-storage
# 或通用不构建其他依赖版本
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps google-cloud-storage
# 或指定兼容版本(避免版本冲突)
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps google-cloud-storage==2.10.0

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在这里插入图片描述
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报错输出:

ModuleNotFoundError: No module named ‘apex’

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps apex

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘sageattention’

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps sageattention

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘pytorch_extension’

解决方法:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --no-deps pytorch-extension

在这里插入图片描述


报错输出:

ModuleNotFoundError: No module named ‘PyMuPDF’

解决方法:
pip install PyMuPDF

在这里插入图片描述



5. 特殊安装:无法直接pip安装的依赖

报错输出:

ModuleNotFoundError: No module named ‘pynini’

在这里插入图片描述

问题说明:

Windows 系统上直接用pip安装pynini会失败,需下载对应Python版本的whl文件本地安装

解决方法:

windows 系统上安装 pynini 的记录

  1. 下载适配包:pynini-2.1.6.post1-cp312-cp312-win_amd64.whl(根据自身Python版本选择,此处仅 Python 3.12 版本)
    在这里插入图片描述

  2. 执行本地安装命令:

pip install pynini-2.1.6.post1-cp312-cp312-win_amd64.whl

或者:

pip install pynini-2.1.6.post1-cp312-cp312-win_amd64.whl --no-deps

在这里插入图片描述




三、特定插件批量依赖安装(插件自带requirements.txt)

1. 插件ComfyUI_Qwen3-VL-Instruct导入失败

ComfyUI_Qwen3-VL-Instruct

报错输出:

(IMPORT FAILED):H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Qwen3-VL-Instruct

在这里插入图片描述

解决方法:
pip install --no-deps -r H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Qwen3-VL-Instruct\requirements.txt

在这里插入图片描述


2. 插件megatts3-mw导入失败

ComfyUI_MegaTTS3

报错输出:

(IMPORT FAILED):H:\PythonProjects1\Win_ComfyUI\custom_nodes\megatts3-mw

在这里插入图片描述

解决方法:
pip install --no-deps -r H:\PythonProjects1\Win_ComfyUI\custom_nodes\megatts3-mw\requirements.txt

在这里插入图片描述


3. 插件ComfyUI_Fill-Nodes导入失败

ComfyUI_Fill-Nodes

报错输出:

(IMPORT FAILED):H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Fill-Nodes

在这里插入图片描述

解决方法:
pip install --no-deps -r H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Fill-Nodes\requirements.txt

在这里插入图片描述




四、待补充内容

(后续遇到其他插件依赖问题,我们将另起一篇或在此处继续添加报错信息及对应解决命令)

220+ 插件正常加载的日志清单输出示例:

⚡ SeedVR2 optimizations check: Flash Attention ✅ | Triton ✅
📊 Initial CUDA memory: 22.76GB free / 24.00GB total
======================================== Stand-In ========================================
Successfully loaded all Stand-In nodes.
==========================================================================================
WAS Node Suite: BlenderNeko's Advanced CLIP Text Encode found, attempting to enable `CLIPTextEncode` support.
WAS Node Suite: `CLIPTextEncode (BlenderNeko Advanced + NSP)` node enabled under `WAS Suite/Conditioning` menu.
WAS Node Suite: OpenCV Python FFMPEG support is enabled
WAS Node Suite: `ffmpeg_bin_path` is set to: C:\Users\love\scoop\shims\ffmpeg.exe
WAS Node Suite: Finished. Loaded 221 nodes successfully.

        "Art is the most intense mode of individualism that the world has known." - Oscar Wilde


Import times for custom nodes:
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\dapao.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_dp
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\websocket_image_save.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\convert_to_float32.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\example_node.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Advanced-Vision
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-zopi
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\kontext-presets
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfUI-EGAdapterMadAssistant
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\auto_wan2.2animate_freamtowindow_server
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Kontext-Inpainting
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-NodeAligner
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_AdvancedRefluxControl
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_ADV_CLIP_emb
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-BRIA_AI-RMBG
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-notes-manager
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_ZhipuAIO
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-wanBlockswap
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui_Object_Migration
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\masquerade-nodes-comfyui
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_SSLNodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\wan22_prompt_selector
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-seamless-tiling
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_segment_anything
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\AIGODLIKE-ComfyUI-Translation
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui_Flux_Style_Adjust
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\style_aligned_comfy
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-WanMoeKSampler
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\stability-ComfyUI-nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Show-Text
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\qweneditutils
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-detail-daemon
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mxtoolkit
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-VideoUpscale_WithModel
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-BiRefNet-Hugo
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Prompt_Helper
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-logic
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\wywywywy-pause
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Stand-In_Preprocessor_ComfyUI
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-DD-Translation
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui-CustomizeTextEncoder-Qwen-image
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Align
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Searge_LLM
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\sd-dynamic-thresholding
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\cg-use-everywhere
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Kwai_font_comfyui
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-photoshop
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Text_Translation
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_JPS-Nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-YOLO
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-redux-prompt
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\soundflow
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\wlsh_nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-basic-math
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Inpaint-CropAndStitch
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyLiterals
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_instantid
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Universal-Styler
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\janus-pro
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-wormley-nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_lg_groupexecutor
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_StringOps
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_zenid
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_extractstoryboards
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-LatentSyncWrapper
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_ttp_toolset
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_SLK_joy_caption_two
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-enricos-nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_RH_APICall
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui-StableSR
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-NunchakuFluxLoraStacker
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_face_parsing
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_checkpointloader_ext
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_doubao_seed
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-GGUF
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_sunxAI_facetools
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-lama-remover
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-TaylorSeer
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Impact-Subpack
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Context impl SQLiteImpl.
Will assume non-transactional DDL.
No target revision found.
Starting server

[Queue Manager] Task counter set to 1
To see the GUI go to: http://127.0.0.1:8188



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