【ComfyUI/SD环境管理指南（二）】：如何避免插件安装导致的环境崩溃与“外科手术式”修复

love530love2025-12-03 12:57

ComfyUI
Stable Diffusion WebUI
【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

【ComfyUI/SD环境管理指南（二）】：如何避免插件安装导致的环境崩溃与"外科手术式"修复

前言：

在上一篇

《【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》中，我们探讨了基础的环境隔离与备份策略。

随着 ComfyUI 玩法的深入，很多朋友从最初不敢安装插件，到后来贪多求全，最终面对红一片的报错束手无策。作为一名目前稳定运行着 220+ 个热门插件的"老鸟"，我深刻体会到：ComfyUI 的环境本质上是一个各项依赖版本间妥协交叉的联合体。

很多时候，使用管理器一键安装虽然方便，但也是环境崩坏的"罪魁祸首"。本篇将从底层原理出发，分享一套我长期实践总结的**"手动挡"安装与环境维稳心法**，帮助你在版本管理的"雷区"中走出一条生路。

目录

【ComfyUI/SD环境管理指南（二）】：如何避免插件安装导致的环境崩溃与"外科手术式"修复

[一、 基石的选择：寻找"黄金兼容区"，拒绝两极化](#一、 基石的选择：寻找“黄金兼容区”，拒绝两极化)

[1. Python：3.10~3.12 是目前的"甜点位"](#1. Python：3.10~3.12 是目前的“甜点位”)

[2. PyTorch：稳定并非意味着"陈旧"](#2. PyTorch：稳定并非意味着“陈旧”)

[3. CUDA：硬件与软件的"最大公约数"](#3. CUDA：硬件与软件的“最大公约数”)

[二、 Windows 用户的痛：编译库的"生死劫"](#二、 Windows 用户的痛：编译库的“生死劫”)

[1. 那些让人头秃的库](#1. 那些让人头秃的库)

[2. 为什么会崩？（版本过新或过旧的共同结局）](#2. 为什么会崩？（版本过新或过旧的共同结局）)

[三、 "外科手术式"插件安装法：告别管理器的一键崩坏](#三、 “外科手术式”插件安装法：告别管理器的一键崩坏)

[Step 1: 手动克隆（Git Clone）](#Step 1: 手动克隆（Git Clone）)

[Step 2: "清洗" requirements.txt](#Step 2: “清洗” requirements.txt)

[Step 3: 加上护身符 --no-deps](#Step 3: 加上护身符 --no-deps)

[Step 4: 遇到 --no-deps 报错怎么办？](#Step 4: 遇到 --no-deps 报错怎么办？)

[四、 总结：在混乱中建立秩序](#四、 总结：在混乱中建立秩序)

依赖参考清单

说明：

[附录：实战参考------220+插件稳定环境配置表（Cheat Sheet）](#附录：实战参考——220+插件稳定环境配置表（Cheat Sheet）)

[1. 核心基石（Core）](#1. 核心基石（Core）)

[2. 关键加速库（编译难点）](#2. 关键加速库（编译难点）)

[3. 推理与逻辑框架](#3. 推理与逻辑框架)

[4. 图像与视觉处理](#4. 图像与视觉处理)

给读者的最终建议

[【笔记】【安装220+插件】关于 ComfyUI 安装220多个插件 依赖补齐的部分记录](#【笔记】【安装220+插件】关于 ComfyUI 安装220多个插件 依赖补齐的部分记录)

启动日志展示

一、 基石的选择：寻找"黄金兼容区"，拒绝两极化

很多新手在搭建环境时容易陷入两个极端的误区：要么盲目追求"最新版"，认为性能最强；要么死守"远古版"，认为最稳定。事实是：过新和过旧，都是环境崩坏的根源（ 【开源代码本地手动部署版】）。

1. Python：3.10~3.12 是目前的"甜点位"

  • 误区警告：

    • 不要过新：Python 的新版本（如 3.14）发布往往领先于第三方库的适配。ComfyUI 依赖成百上千的库，很多涉及 C++ 底层编译的关键库尚未发布对应新 Python 的版本。

    • 不要过旧（重要） ：切忌使用 Python 3.8 甚至 2.7 等老旧版本。过旧的版本意味着被现代 AI 技术抛弃。 许多新出的高性能节点（如涉及 Flux、SD3 的库）强制要求 Python 3.10+。老版本不仅性能差，而且因为早已停止维护（EOL），开发者根本不会为其构建 .whl 安装包。

  • 建议 ：选择 Python 3.10 或 3.11/3.12。这是目前 AI 社区支持最广泛、现成资源最多的"黄金版本"。

2. PyTorch：稳定并非意味着"陈旧"

  • 原则 ：选择经过大规模验证的"次新"LTS（长期支持）版本。

  • 双向陷阱：

    • 太新：Nightly 版或刚发布的主版本往往 API 变动剧烈，旧插件来不及适配，直接报错。

    • 太老 ：如果你还在用几年前的 Torch 版本，你会发现根本无法利用新硬件的特性（如 FP8 推理、Flash Attention 2 等）。更重要的是，现代库的开发者为了维护成本，往往会直接弃用（Deprecate） 对老旧 Torch 的支持。

  • 核心逻辑：我们要找的是那个**"既能支持现代新特性，又已被大多数插件适配"**的版本。

3. CUDA：硬件与软件的"最大公约数"

  • 原则 ：版本需兼顾显卡硬件支持与现代库的编译环境。

  • 原理扩展：

    • 过新的风险 ：最新的 CUDA（如 12.4+）可能导致你找不到对应的 xformers 或 triton 预编译包。

    • 过旧的死穴 ：千万别为了"稳定"去装 CUDA 10.x 或 11.0。过旧的 CUDA 无法驱动 RTX 30/40 系等现代显卡，且无法编译最新的 AI 加速算子。许多现代高性能库（如 vllm, bitsandbytes）对 CUDA 版本有严格的最低要求（通常要求 11.8 或 12.1 以上）。

  • 建议 ：目前 CUDA 11.8 和 CUDA 12.1 是兼容性最好的两个"钉子户"版本，绝大多数 .whl 都是基于这两个版本编译的。

二、 Windows 用户的痛：编译库的"生死劫"

在 Linux 上，很多库可以通过 pip install 自动编译安装，但在 Windows 上，这简直是噩梦。

1. 那些让人头秃的库

xformers、nunchaku、vllm、triton-windows、flash_attn、sam2、nvidia-apex、Detectron2......

这些是提升 ComfyUI 性能或运行特定节点（如视频生成、物体分割）的关键依赖。

2. 为什么会崩？（版本过新或过旧的共同结局）

  • 优先适配 Linux：开发者通常优先适配 Linux 环境。

  • 编译依赖链断裂 ：在 Windows 上，这些库通常无法直接 Pip 安装，必须寻找大佬们编译好的 .whl 文件。

    • 如果你用的是最新 Torch/CUDA：大佬们还没来得及编译，找不到文件。

    • 如果你用的是太老 Torch/CUDA：大佬们已经停止编译维护，或者新代码根本不支持在老环境中编译，同样找不到文件。

  • 结局：你试图本地编译 -> 报错（缺少环境/版本不匹配/编译器不支持）-> 安装失败 -> 节点报红。

三、 "外科手术式"插件安装法：告别管理器的一键崩坏

这是本篇的核心心法。相比于管理器的"傻瓜式安装"，这套方法虽然繁琐，但能解决 90% 的依赖冲突问题。

Step 1: 手动克隆（Git Clone）

  • 操作 ：不要在管理器里点 Install，而是找到插件的 Github 仓库，进入 custom_nodes 目录，使用 git clone 命令拉取代码。

  • 理由：让你清楚地知道代码下在哪里，且方便后续的版本回退。

Step 2: "清洗" requirements.txt

很多插件开发者在写 requirements.txt 时非常随意，这极其危险。

  • 排查 ：打开插件目录下的 requirements.txt。

  • 修改：

    • 警惕 == ：如果看到 numpy==1.21.0 这种写法，必须改掉！ 这种强制指定版本会强制卸载你现有的（可能已经适配了其他100个插件的）numpy 版本，导致环境连锁崩坏。

    • 改为 >= 或删除版本号 ：改为 numpy>=1.21.0，或者干脆只写 numpy。让 pip 自己去判断兼容性，尽量复用环境中已有的包。

Step 3: 加上护身符 --no-deps

这是防止环境被破坏的最强指令。

  • 操作：激活虚拟环境，进入插件目录，执行：

    复制代码 
    pip install -r requirements.txt --no-deps

  • 原理扩展：

    • --no-deps 的意思是：只安装清单里列出的那个包，不要自动安装它所依赖的其他包。

    • 为什么这么做？ 绝大多数插件依赖的基础包（如 requests, pillow, tqdm 等）你的环境里早就有了。如果不加这个参数，pip 可能会因为版本微小的差异，把你原本稳定的基础包全部卸载重装，从而引发"蝴蝶效应"，导致其他节点崩溃。

Step 4: 遇到 --no-deps 报错怎么办？

如果你加上 --no-deps 后程序报错（ModuleNotFoundError），说明你确实缺某个包。

  1. 首选 ：寻找该缺失包的 .whl 文件手动安装（注意寻找与你 Python/CUDA 版本匹配的文件，太老太新都可能找不到）。

  2. 次选 ：风险评估后 ，去掉 --no-deps 单独安装那个缺失的包。

    • 注意 ：对于显卡相关的库（CUDA 相关），通常需要去掉 --no-deps 才能正确配置底层关联，但这需要极高的警惕性，安装前最好对环境做一次备份（快照）。

四、 总结：在混乱中建立秩序

随着你安装的插件数量突破 200+，ComfyUI 就不再是一个简单的软件，而是一座由无数补丁堆砌起来的"违章建筑"。

  • 生态现状：庞大的插件生态和不统一的开发规范，注定了冲突是常态。

  • 我们的目标：不是追求数学意义上的"零冲突"，而是**"最大概率的稳定运行"**。

这套方法虽然不能像插件管理器那样一键搞定，但它把环境的控制权拿回到了你手中。作者正是通过这套"魔改"般的安装流程，避开了"盲目追新"的坑，也绕过了"守旧不化"的雷，从一个不敢安装多插件的新手，变成了驾驭 220+ 插件的资深玩家。

宁可麻烦十分钟手动安装，也不要花十小时去重装崩溃的环境。

👉 上一篇回顾 ：【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

（建议各位看官结合两篇内容共同食用，从底层逻辑到备份还原再到实操技巧，彻底解决环境焦虑。）

依赖参考清单

这篇文章已经涵盖了原理和实操，如果您觉得需要，我们可以附上一份自己 ComfyUI 虚拟环境中导出的 "稳定兼容 220+ 插件的依赖清单 的 requirements.txt 文件，完整导出了目前我们虚拟环境中妥协兼容并测试稳定运行的 Torch/CUDA/Python 等库的组合，您可以查找包名并对照版本号作为参考，增加本文的实用价值。

requirements20251125.txt
仅供参考，不建议直接用于安装！ 因为这份清单是：pip install + 下载.whl安装 + 克隆仓库后手动编译安装依赖 的结果，**不同的电脑硬件编码和软件环境并非完全一致，**直接用于安装很大概率会在某些包或库上受阻，所以请勿直接用于安装，需按本地实际软硬件情况排查清洗内容后再试！

复制代码 
absl-py==2.3.1
accelerate==1.11.0
addict==2.4.0
agents==1.4.0
aggdraw==1.3.19
aiofiles==24.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.10.11
aiohttp-cors==0.8.1
aiohttp-retry==2.8.3
aioice==0.10.1
aiortc==1.14.0
aiosignal==1.4.0
aiosqlite==0.21.0
albucore==0.0.24
albumentations==2.0.8
alembic==1.17.0
altair==5.5.0
annotated-doc==0.0.3
annotated-types==0.7.0
anthropic==0.49.0
antlr4-python3-runtime==4.9.3
anyio==4.11.0
apex @ file:///H:/PythonProjects1/Win_ComfyUI/apex
appdirs==1.4.4
APScheduler==3.11.0
argon2-cffi==25.1.0
argon2-cffi-bindings==25.1.0
argostranslate @ git+https://github.com/argosopentech/argos-translate.git@561369af792133585b4284785eb92e9baf1d632e
arrow==1.4.0
arxiv==2.2.0
astor==0.8.1
asttokens==3.0.1
astunparse==1.6.3
async-lru==2.0.5
asyncua==1.1.8
attrdict==2.0.1
attrs==25.4.0
audioread==3.0.1
autocommand==2.2.2
av==16.0.1
babel==2.17.0
backoff==2.2.1
backports.tarfile==1.2.0
basicsr==1.4.2
beautifulsoup4==4.14.2
bidict==0.23.1
binaryornot==0.4.4
bitsandbytes==0.48.1
black==25.11.0
blake3==1.0.8
bleach==6.3.0
blend_modes==2.2.0
blind-watermark==0.4.4
blinker==1.9.0
blis==1.3.0
blosc2==3.10.2
boto3==1.34.86
botocore==1.34.162
Brotli==1.1.0
build==1.3.0
CacheControl==0.14.3
cachetools==5.5.2
catalogue==2.0.10
cbor2==5.7.0
certifi==2025.10.5
cffi==2.0.0
chardet==5.2.0
charset-normalizer==3.4.4
cleo==2.1.0
click==8.1.8
clip-interrogator==0.6.0
cloudpathlib==0.23.0
cloudpickle==3.1.1
cn2an==0.5.23
codeformer==0.0.11
color-matcher==0.6.0
colorama==0.4.6
coloredlogs==15.0.1
colorlog==6.10.1
colour==0.1.5
colour-science==0.4.6
comfy-cli==1.5.2
comfyui-embedded-docs==0.3.0
comfyui_frontend_package==1.27.10
comfyui_workflow_templates==0.2.1
comm==0.2.3
compel==2.3.1
compressed-tensors==0.11.0
confection==0.1.5
configparser==7.2.0
contourpy==1.3.3
controlnet_aux==0.0.7
cookiecutter==2.6.0
cpm-kernels==1.0.11
crashtest==0.4.1
cryptography==46.0.3
cssselect2==0.8.0
ctranslate2==4.6.0
cuda-toolkit==12.9.1
cupy-cuda12x @ file:///E:/Downloads/cupy_cuda12x-13.5.0-cp312-cp312-win_amd64.whl#sha256=ef5d243a632fd5c6f81930fa2b340b9e005f4b52482da5c4306219aa5de0ed74
cutensor-cu12 @ file:///H:/PythonProjects1/Win_ComfyUI/cutensor_cu12-2.3.1-py3-none-win_amd64.whl#sha256=9ea228af1bda3d238c0d90a46f71aef9c0bde6e38cbc9404f94d186ae67ba9d7
cutlet==0.5.0
cvlib==0.2.7
cxxfilt==0.3.0
cycler==0.12.1
cymem==2.0.11
Cython==3.0.12
dataclasses-json==0.6.7
ddt==1.7.2
debugpy==1.8.17
decorator==4.4.2
decord==0.6.0
deep-translator==1.11.4
deepdiff==8.6.1
deepface==0.0.93
defusedxml==0.7.1
depyf==0.19.0
descript-audiotools==0.7.2
diffusers==0.35.2
dify_plugin==0.1.0
dill==0.3.8
diskcache==5.6.3
distlib==0.4.0
distro==1.9.0
dlib==20.0.0
dnspython==2.8.0
docker==7.1.0
docstring_parser==0.17.0
docutils==0.22.2
dulwich==0.24.8
easydict==1.13
einops==0.8.1
einx==0.3.0
email-validator==2.3.0
emoji==2.15.0
et_xmlfile==2.0.0
eval_type_backport==0.2.2
executing==2.2.1
face-alignment==1.4.1
facexlib==0.3.0
fairscale==0.4.0
fal_client==0.8.1
fastapi==0.115.14
fastapi-cli==0.0.14
fastapi-cloud-cli==0.3.1
faster-whisper==1.2.0
fastjsonschema==2.21.2
fastrlock==0.8.3
feedparser==6.0.12
ffmpeg-python==0.2.0
ffmpy==0.6.3
filelock==3.17.0
filterpy==1.4.5
findpython==0.7.0
fire==0.7.1
fitz==0.0.1.dev2
flake8==7.3.0
flash_attn @ file:///E:/Downloads/flash_attn-2.7.4.post1%2Bcu128torch2.7.0cxx11abiFALSE-cp312-cp312-win_amd64.whl#sha256=b571c64ee1f2ec7f3c5ae221919da49af015e0741ec0cc7b066cd1f51ed4a6e8
Flask==3.1.2
flask-cors==6.0.1
flatbuffers==25.9.23
flet==0.28.3
fonttools==4.60.1
fqdn==1.5.1
freetype-py==2.5.1
frontend==0.0.3
frozendict==2.4.6
frozenlist==1.8.0
fsspec==2025.9.0
ftfy==6.3.1
future==1.0.0
fvcore==0.1.5.post20221221
g2p-en==2.1.0
gast==0.6.0
gcloud==0.18.3
gdown==5.2.0
gfpgan==1.3.8
gguf==0.17.1
gitdb==4.0.12
GitPython==3.1.45
glfw==2.10.0
glitch_this==1.0.3
google==3.0.0
google-ai-generativelanguage==0.6.15
google-api-core==2.26.0
google-api-python-client==2.185.0
google-auth==2.41.1
google-auth-httplib2==0.2.0
google-cloud==0.34.0
google-cloud-aiplatform==1.71.1
google-cloud-bigquery==3.38.0
google-cloud-core==2.5.0
google-cloud-iam==2.20.0
google-cloud-resource-manager==1.15.0
google-cloud-storage==2.10.0
google-cloud-vision==3.11.0
google-crc32c==1.7.1
google-genai==1.46.0
google-generativeai==0.8.5
google-pasta==0.2.0
google-resumable-media==2.8.0
googleapis-common-protos==1.71.0
googletrans-py==4.0.0
GPUtil==1.4.0
gradio==5.49.1
gradio_client==1.13.3
greenlet==3.2.4
griffe==1.14.0
groovy==0.1.2
groundingdino-py==0.4.0
grpc-google-iam-v1==0.14.3
grpcio==1.76.0
grpcio-status==1.62.3
gunicorn==23.0.0
gym==0.26.2
gym-notices==0.1.0
h11==0.16.0
h2==4.3.0
h5py==3.15.1
hangul-romanize==0.1.0
hf-xet==1.1.10
hpack==4.1.0
httpcore==1.0.9
httplib2==0.31.0
httptools==0.7.1
httpx==0.28.1
httpx-sse==0.4.3
huggingface-hub==0.35.3
humanfriendly==10.0
hydra-core==1.3.2
hyperframe==6.1.0
idna==3.11
ifaddr==0.2.0
imageio==2.37.0
imageio-ffmpeg==0.6.0
importlib_metadata==8.7.0
importlib_resources==6.5.2
imutils==0.5.4
inference==0.58.2
inference-cli==0.60.0
-e git+https://github.com/LykosAI/ComfyUI-Inference-Core-Nodes@a4db9fcd179d6b6dc36534b5588487c6fb41196f#egg=inference_core_nodes
inference-gpu==0.59.1
inflect==7.3.1
iniconfig==2.3.0
inquirerpy==0.3.4
insightface==0.7.3
installer==0.7.0
interegular==0.3.3
iopath==0.1.10
ipykernel==7.1.0
ipython==9.7.0
ipython_pygments_lexers==1.1.1
isodate==0.7.2
isoduration==20.11.0
itsdangerous==2.2.0
jaraco.classes==3.4.0
jaraco.collections==5.1.0
jaraco.context==6.0.1
jaraco.functools==4.3.0
jaraco.text==3.12.1
jax==0.8.0
jaxlib==0.8.0
jedi==0.19.2
jieba==0.42.1
Jinja2==3.1.6
jiter==0.11.1
jmespath==1.0.1
joblib==1.5.2
json5==0.12.1
json_repair==0.52.3
jsonpatch==1.33
jsonpointer==3.0.0
jsonschema==4.25.1
jsonschema-specifications==2025.9.1
jupyter-events==0.12.0
jupyter-lsp==2.3.0
jupyter_client==8.6.3
jupyter_core==5.9.1
jupyter_server==2.17.0
jupyter_server_terminals==0.5.3
jupyterlab==4.5.0
jupyterlab_pygments==0.3.0
jupyterlab_server==2.28.0
keras==3.12.0
keyring==25.6.0
kiwisolver==1.4.9
kornia==0.8.1
kornia_rs==0.1.9
langchain==1.0.1
langchain-classic==1.0.0
langchain-community==0.4
langchain-core==1.0.0
langchain-text-splitters==1.0.0
langchainhub==0.1.21
langdetect==1.0.9
langgraph==1.0.1
langgraph-checkpoint==3.0.0
langgraph-prebuilt==1.0.1
langgraph-sdk==0.2.9
langsmith==0.4.37
lap==0.5.12
lark==1.2.2
lark-parser==0.12.0
latex2mathml==3.78.1
lazy_loader==0.4
libclang==18.1.1
librosa==0.11.0
lightning-utilities==0.15.2
litelama==0.1.7
llama_cpp_python @ file:///H:/PythonProjects1/Win_ComfyUI/llama_cpp_python-0.3.16-cp312-cp312-win_amd64.whl#sha256=83e0166033e5c2c4a73ca0bf6579392889960036e08aad58f766f6f7431e5cf9
llm-openrouter==0.5
llvmlite==0.45.1
lm-format-enforcer==0.11.3
loguru==0.7.3
loralib==0.1.2
lpips==0.1.4
lxml==6.0.2
lz4==4.4.5
Mako==1.3.10
manifold3d==3.2.1
mapbox_earcut==1.0.3
Markdown==3.9
markdown-it-py==4.0.0
MarkupSafe==2.1.5
marshmallow==3.26.1
matplotlib==3.10.7
matplotlib-inline==0.2.1
matrix-client==0.4.0
mccabe==0.7.0
mcp==1.18.0
mdtex2html==1.3.1
mdurl==0.1.2
mediapipe==0.10.14
mistral_common==1.8.5
mistune==3.1.4
mixpanel==4.11.1
ml_dtypes==0.5.3
more-itertools==10.8.0
moviepy==1.0.3
mpmath==1.3.0
msgpack==1.1.2
msgspec==0.19.0
mss==10.1.0
mtcnn==1.0.0
multidict==6.7.0
murmurhash==1.0.13
mypy_extensions==1.1.0
namex==0.1.0
narwhals==2.9.0
natsort==8.4.0
nbclient==0.10.2
nbconvert==7.16.6
nbformat==5.10.4
ndindex==1.10.0
nest-asyncio==1.6.0
networkx==3.5
ninja==1.13.0
notebook==7.5.0
notebook_shim==0.2.4
num2words==0.5.14
numba==0.62.1
numexpr==2.14.1
numpy==2.2.6
nunchaku @ file:///H:/PythonProjects1/Win_ComfyUI/nunchaku-1.0.0%2Btorch2.7-cp312-cp312-win_amd64.whl#sha256=0043d123c8dbee19a72506fddcf9082bc7cca6af81f92b3b0b68fb039394b9c1
nvidia-cublas-cu12==12.9.1.4
nvidia-cuda-nvrtc-cu12==12.9.86
nvidia-cuda-runtime-cu12==12.9.79
nvidia-cuda-runtime-cu13==0.0.0a0
nvidia-cudnn-cu12 @ file:///H:/PythonProjects1/Win_ComfyUI/nvidia_cudnn_cu12-8.9.7.29-py3-none-win_amd64.whl#sha256=4447321a2bdc8bd965084c1824575eb04f47a03ab62bbeb6cce7e9f74c3657f3
nvidia-ml-py==12.575.51
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.3.1
ollama==0.6.1
omegaconf==2.3.0
onnx==1.19.1
onnxruntime==1.21.1
onnxruntime-gpu==1.21.1
onvif-zeep-async==2.0.0
open_clip_torch==3.2.0
openai==1.109.1
openai-agents==0.3.3
openai-harmony==0.0.4
openai-whisper==20250625
opencv-contrib-python==4.10.0.84
opencv-contrib-python-headless==4.12.0.88
opencv-python==4.10.0.84
opencv-python-headless==4.12.0.88
openpyxl==3.1.5
opt_einsum==3.4.0
optimum==2.0.0
optree==0.17.0
orderly-set==5.5.0
orjson==3.11.3
ormsgpack==1.11.0
outlines_core==0.2.11
packaging==24.2
paho-mqtt==1.6.1
pandas==2.3.3
pandocfilters==1.5.1
parso==0.8.5
partial-json-parser==0.2.1.1.post6
pathspec==0.12.1
pbs-installer==2025.10.31
pdf2image==1.17.0
peft==0.17.1
pexpect==4.9.0
pfzy==0.3.4
piexif==1.1.3
pilgram==1.2.1
pillow==11.3.0
pipenv==2025.0.4
pkginfo==1.12.1.2
platformdirs==4.5.0
pluggy==1.6.0
poetry==2.2.1
poetry-core==2.2.1
poetry-plugin-shell==1.0.1
polars==1.34.0
polars-runtime-32==1.34.0
pooch==1.8.2
portalocker==3.2.0
preshed==3.0.10
prettytable==3.16.0
proglog==0.1.12
progressbar==2.5
prometheus-fastapi-instrumentator==6.0.0
prometheus_client==0.23.1
prompt_toolkit==3.0.52
propcache==0.4.1
proto-plus==1.26.1
protobuf==5.29.5
psd-tools==1.10.13
psutil==7.1.1
ptyprocess==0.7.0
pure_eval==0.2.3
py==1.11.0
py-cpuinfo==9.0.0
py3langid==0.3.0
pyarrow==21.0.0
pyasn1==0.6.1
pyasn1_modules==0.4.2
pybase64==1.0.2
pycairo==1.28.0
pycocotools==2.0.10
pycodestyle==2.14.0
pycollada==0.9.2
pycountry==24.6.1
pycparser==2.23
pycryptodome==3.23.0
pydantic==2.11.10
pydantic-extra-types==2.10.6
pydantic-settings==2.7.1
pydantic_core==2.33.2
pydeck==0.9.1
pydot==2.0.0
pydub==0.25.1
pyee==13.0.0
pyflakes==3.4.0
PyGithub==2.8.1
Pygments==2.19.2
PyJWT==2.8.0
pylibsrtp==1.0.0
pylogix==1.0.5
pyloudnorm==0.1.1
PyMatting==1.1.14
pymodbus==3.8.3
PyMuPDF==1.26.6
PyNaCl==1.6.0
pynini @ file:///H:/PythonProjects1/Win_ComfyUI/pynini-2.1.6.post1-cp312-cp312-win_amd64.whl#sha256=9decac9904cdd3d1235126dd9f017843654d69404f187ec83c59d52eb13610ed
pynvml==13.0.1
PyOpenGL==3.1.10
PyOpenGL-accelerate==3.1.10
pyOpenSSL==25.3.0
pyparsing==3.2.5
PyPDF2==3.0.1
pypinyin==0.55.0
pyproject_hooks==1.2.0
pyreadline3==3.5.4
PySocks==1.7.1
pytest==8.4.2
pytest-cov==7.0.0
python-dateutil==2.9.0.post0
python-dotenv==1.0.1
python-engineio==4.12.3
python-json-logger==4.0.0
python-multipart==0.0.20
python-slugify==8.0.4
python-socketio==5.14.3
pytokens==0.3.0
pytorch-extension==0.2
pytorch-lightning==2.5.5
pytz==2025.2
PyWavelets==1.9.0
pywin32==311
pywin32-ctypes==0.2.3
pywinpty==3.0.2
PyYAML==6.0.3
pyzbar==0.1.9
pyzmq==27.1.0
qrcode==8.0
questionary==2.1.1
qwen-vl-utils==0.0.14
RapidFuzz==3.14.3
ray==2.50.1
redis==5.0.8
referencing==0.37.0
regex==2025.10.23
rembg==2.0.67
repath==0.9.0
replicate==1.0.7
reportlab==4.4.4
requests==2.32.5
requests-file==3.0.0
requests-toolbelt==1.0.0
requirements-parser==0.13.0
retina-face==0.0.17
retry==0.9.2
rf-clip==1.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rfc3987-syntax==1.1.0
rich==13.9.4
rich-argparse==1.7.1
rich-toolkit==0.15.1
rignore==0.7.1
rlPyCairo==0.4.0
rotary-embedding-torch==0.8.9
rpds-py==0.27.1
rsa==4.9.1
rtree==1.4.1
ruamel.yaml==0.18.16
ruamel.yaml.clib==0.2.14
ruff==0.14.1
runwayml==4.1.0
s3transfer==0.10.4
sacremoses==0.0.53
safehttpx==0.1.6
safetensors==0.6.2
sageattention==1.0.6
SAM-2 @ git+https://github.com/facebookresearch/sam2@2b90b9f5ceec907a1c18123530e92e794ad901a4
scenedetect==0.6.7.1
scikit-image==0.25.2
scikit-learn==1.7.2
scipy==1.16.2
seaborn==0.13.2
segment-anything @ file:///H:/PythonProjects1/Win_ComfyUI/segment_anything-1.0-py3-none-any.whl#sha256=09b261d0c236d3c84339e1d7fb206a17b757feddd1d69939e3b096fa1b7ba5f0
semantic-version==2.10.0
semver==3.0.4
Send2Trash==1.8.3
sentence-transformers==5.1.1
sentencepiece==0.2.1
sentry-sdk==2.42.1
setproctitle==1.3.7
setuptools==79.0.1
sgmllib3k==1.0.0
shapely==2.0.7
shellingham==1.5.4
silentcipher==1.0.5
simple-pid==2.0.1
simple-websocket==1.1.0
simpleeval==1.0.3
simsimd==6.5.3
six==1.17.0
slack_sdk==3.33.5
smart_open==7.4.4
smmap==5.0.2
sniffio==1.3.1
sortedcontainers==2.4.0
sounddevice==0.5.3
soundfile==0.13.1
soupsieve==2.8
sox==1.5.0
soxr==1.0.0
spacy==3.8.8
spacy-legacy==3.0.12
spacy-loggers==1.0.5
spandrel==0.4.1
Sphinx==8.2.3
SQLAlchemy==2.0.44
srsly==2.5.1
sse-starlette==3.0.2
stack-data==0.6.3
stanza==1.1.1
starlette==0.46.2
streamdiffusion==0.1.1
streamlit==1.50.0
stringzilla==4.2.1
structlog==24.4.0
supervision==0.6.0
surrealist==1.1.2
svg.path==7.0
svglib==1.6.0
sympy==1.14.0
tables==3.10.2
tabulate==0.9.0
tenacity==9.1.2
tensorboard==2.20.0
tensorboard-data-server==0.7.2
tensorflow==2.20.0
tensorflow-intel==2.17.1
tensorrt==10.8.0.43
tensorrt_cu12 @ file:///H:/PythonProjects1/Win_ComfyUI/tensorrt_cu12-10.8.0.43.tar.gz#sha256=0efb7ba28afde0823e6502028da5acabf0f45d321e77a615fe64a6c1af568071
tensorrt_cu12_bindings==10.8.0.43
tensorrt_cu12_libs==10.8.0.43
tensorrt_cu13==10.13.3.9
tensorrt_cu13_bindings==10.13.3.9
tensorrt_cu13_libs==10.13.3.9
tensorrt_dispatch @ file:///H:/PythonProjects1/Win_ComfyUI/tensorrt_dispatch-10.13.3.9-cp312-none-win_amd64.whl#sha256=a42013776e7d52e99c709bc652e52d21100df14026d5b2869206eaed6c921045
termcolor==3.1.0
terminado==0.18.1
text-unidecode==1.3
textstat==0.7.11
tf_keras==2.17.0
thinc==8.3.8
threadpoolctl==3.6.0
tifffile==2025.10.16
tiktoken==0.12.0
timm==1.0.20
tinycss2==1.4.0
tldextract==5.1.3
tn==0.0.5
tokenizers==0.22.1
toml==0.10.2
tomli==2.3.0
tomlkit==0.13.3
torch==2.7.1+cu126
torch-complex==0.4.4
torchaudio==2.7.1+cu126
torchdiffeq==0.2.5
torchmetrics==1.8.2
torchscale==0.3.0
torchsde==0.2.6
torchvision==0.22.1+cu126
tornado==6.5.2
tqdm==4.67.1
traitlets==5.14.3
trampoline==0.1.2
transformers==4.57.1
translators==6.0.1
transparent-background==1.3.4
trimesh==4.8.3
triton-windows==3.2.0.post19
trove-classifiers==2025.9.11.17
twilio==9.3.8
typeguard==4.3.0
typer==0.16.0
typer-config==1.4.2
typer-slim==0.20.0
types-requests==2.32.4.20250913
typing-inspect==0.9.0
typing-inspection==0.4.2
typing_extensions==4.12.2
tzdata==2025.2
tzlocal==5.3.1
ultralytics==8.3.228
ultralytics-thop==2.0.17
uri-template==1.3.0
uritemplate==4.2.0
urllib3==1.26.20
uv==0.9.3
uvicorn==0.38.0
vertexai==1.71.1
vhacdx==0.0.8.post2
virtualenv==20.35.3
vllm @ file:///H:/PythonProjects1/Win_ComfyUI/vllm-0.11.0%2Bcu124-cp312-cp312-win_amd64.whl#sha256=cf0779b2990482f25b5ab22d56d04efe8e92c9f3b83f0bb25f71f6f205acefab
volcengine==1.0.206
wandb==0.22.2
wasabi==1.1.3
watchdog==6.0.0
watchfiles==1.1.1
wcwidth==0.2.14
weasel==0.4.2
webcolors==24.11.1
webencodings==0.5.1
websocket-client==1.9.0
websockets==15.0.1
Werkzeug==3.1.3
wetext==0.1.0
WeTextProcessing==1.0.4.1
wget==3.2
wheel==0.45.1
whisper==1.1.10
win32_setctime==1.2.0
winloop==0.3.1
wrapt==2.0.0
wsproto==1.3.2
x-transformers==2.11.23
xformers==0.0.31.post1
xx_sent_ud_sm @ https://github.com/explosion/spacy-models/releases/download/xx_sent_ud_sm-3.8.0/xx_sent_ud_sm-3.8.0-py3-none-any.whl#sha256=1b5fb9321723b395f76458d2a13b7a3673c537eb58c0a9df3778f4e0950180b4
xxhash==3.6.0
yacs==0.1.8
yapf==0.43.0
yarl==1.22.0
zeep==4.3.2
zhipuai==2.1.5.20250825
zipfile36==0.1.3
zipp==3.23.0
zstandard==0.25.0
zxing-cpp==2.2.0

说明：

通过分析这份 requirements.txt 内容，读者应该可以发现它完美印证了我们博客中的核心观点："环境管理是妥协的艺术"。

通过分析这份文件，还可以发现一个极具说服力的现象：我们成功地在 Python 3.12 环境下，混合使用了基于 CUDA 12.4、12.6 甚至 12.8 编译的不同库，并让它们和谐共存。 这就是"手动挡插件安装管理"的至高境界。

为了更方便读者，我们还额外增加了附录部分。这部分内容不仅增加了文章的"干货"浓度，还直接展示了什么叫做"经过实战检验的配置"。

附录：实战参考------220+插件稳定环境配置表（Cheat Sheet）

⚠️ 说明：

这份清单来自作者本人长期运行、包含 220+ 个热门插件的生产环境快照。

请注意，这是一个**"妥协与平衡"**的产物。你会发现其中混合了不同的 CUDA 子版本（如 Torch 用 12.6，但某些库用 12.4），这正是"手动管理"的魅力------只要大版本（CUDA 12.x）兼容，就不必死磕完全一致的尾号。

适用系统：Windows 10/11

核心策略：Python 3.12 + CUDA 12.x 混编架构

1. 核心基石（Core）

组件 版本 说明
Python 3.12 从依赖包（如 cupy...cp312）可以看出，本环境已成功迁移至 Python 3.12。
PyTorch 2.7.1+cu126 采用了极新的 Torch 版本配合 CUDA 12.6 ，以支持最新显卡特性。
CUDA Toolkit 13.0 系统底层安装了 CUDA 13.0 和 12.9 等多个版本，并均已配置环境变量，灵活调用的同时向下兼容运行时的各种 CUDA 12.x 库。
NumPy 2.2.6 大胆使用了 NumPy 2.x 版本 ，证明主流插件已开始适配新标准。

2. 关键加速库（编译难点）

这些通常是自动安装最容易报错的库，本环境采用了手动指定 whl 的方式解决：

  • xformers : 0.0.31.post1 ------ 许多节点依赖的高效注意力机制库。

  • Flash Attention : 2.7.4.post1 (基于 CUDA 12.8 编译) ------ 注意：这里展示了极强的兼容性技巧，虽然 Torch 是 cu126，但兼容了基于 cu128 编译的 Flash Attn。

  • vLLM : 0.11.0 (基于 CUDA 12.4 编译) ------ 用于大语言模型加速，这里使用了 cu124 版本，再次印证了 CUDA 12.x 系列内部的宽容度。

  • Nunchaku : 1.0.0 (适配 Torch 2.7) ------ 针对特定模型的加速库。

3. 推理与逻辑框架

  • Diffusers : 0.35.2 ------ 极新的版本，支持最新的 SD3/Flux 等模型加载。

  • Transformers : 4.57.1 ------ 也是紧跟前沿的版本。

  • ONNX Runtime GPU : 1.21.1 ------ 用于各类从其它框架转换来的模型推理。

4. 图像与视觉处理

  • OpenCV : 4.10.0.84 ------ 经典稳定的计算机视觉库。

  • Pillow : 11.3.0 ------ 图像处理基础库。

  • InsightFace : 0.7.3 ------ 换脸类插件（如 Reactor）的核心依赖。

  • Mediapipe : 0.10.14 ------ 用于手部、骨架识别。

给读者的最终建议

看完这份配置表，你可能会惊讶于依赖库版本的"新"。

这其实呼应了文中的核心逻辑：不要盲目追新，但要"有的放矢"地更新。

作者之所以能驾驭 Python 3.12 和 Torch 2.7+，是因为手动解决了所有不兼容的编译库（whl+魔改setup.py文件手动编译） 。如果你没法去找到 flash_attn 或 vllm 等特定 whl 文件或手动编译，请老老实实退回 Python 3.10 + CUDA 11.8 的"舒适区"。

但如果你愿意按照本文的方法，去 Github 淘金，去手动 pip install xxx.whl，那么你也能像作者一样，拥有一个既稳定又前沿的 ComfyUI 超级环境。

下一篇预告

如果有机会，我将在第三篇中分享《如何建立自己的 .whl 军火库：从哪里下载那些 pip 找不到的神奇文件》或者也可以在我们往期的博客中查找，基本上涵盖了较难搜寻到的关键.whl文件下载指引。

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

有些节点是通过特殊目录和幽灵节点等其他形式修复，所以文件夹数量会和实际成功导入的节点数量不一致，具体差异原因可翻阅往期博客------关于插件节点修复的那些篇章

启动日志展示

Intel oneAPI Deep Neural Network Library (oneDNN) 完整指南
【技术解析】ComfyUI 启动时 TensorFlow oneDNN 警告的真相与处理方法
【深度分析】ComfyUI 启动时 NumExpr 警告的真正来源与解决方案

复制代码 
Microsoft Windows [Version 10.0.28000.1199]
(c) Microsoft Corporation. All rights reserved.

(Win_ComfyUI) H:\PythonProjects1\Win_ComfyUI>python main.py
Adding extra search path checkpoints G:\PythonProjects2\stable-diffusion-webui\models\Stable-diffusion
Adding extra search path configs G:\PythonProjects2\stable-diffusion-webui\models\Stable-diffusion
Adding extra search path vae G:\PythonProjects2\stable-diffusion-webui\models\VAE
Adding extra search path loras G:\PythonProjects2\stable-diffusion-webui\models\Lora
Adding extra search path loras G:\PythonProjects2\stable-diffusion-webui\models\LyCORIS
Adding extra search path upscale_models G:\PythonProjects2\stable-diffusion-webui\models\ESRGAN
Adding extra search path upscale_models G:\PythonProjects2\stable-diffusion-webui\models\RealESRGAN
Adding extra search path upscale_models G:\PythonProjects2\stable-diffusion-webui\models\SwinIR
Adding extra search path embeddings G:\PythonProjects2\stable-diffusion-webui\embeddings
Adding extra search path hypernetworks G:\PythonProjects2\stable-diffusion-webui\models\hypernetworks
Adding extra search path controlnet G:\PythonProjects2\stable-diffusion-webui\models\ControlNet
[START] Security scan
[DONE] Security scan
## ComfyUI-Manager: installing dependencies done.
** ComfyUI startup time: 2025-12-02 20:44:20.815
** Platform: Windows
** Python version: 3.12.11 (main, Aug 18 2025, 19:17:54) [MSC v.1944 64 bit (AMD64)]
** Python executable: H:\PythonProjects1\Win_ComfyUI\.venv\Scripts\python.exe
** ComfyUI Path: H:\PythonProjects1\Win_ComfyUI
** ComfyUI Base Folder Path: H:\PythonProjects1\Win_ComfyUI
** User directory: H:\PythonProjects1\Win_ComfyUI\user
** ComfyUI-Manager config path: H:\PythonProjects1\Win_ComfyUI\user\default\ComfyUI-Manager\config.ini
** Log path: H:\PythonProjects1\Win_ComfyUI\user\comfyui.log

Prestartup times for custom nodes:
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\rgthree-comfy
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-easy-use
   5.5 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Manager

Checkpoint files will always be loaded safely.
Total VRAM 24576 MB, total RAM 97560 MB
pytorch version: 2.7.1+cu126
xformers version: 0.0.31.post1
Set vram state to: NORMAL_VRAM
Device: cuda:0 NVIDIA GeForce RTX 3090 : cudaMallocAsync
Using xformers attention
Python version: 3.12.11 (main, Aug 18 2025, 19:17:54) [MSC v.1944 64 bit (AMD64)]
ComfyUI version: 0.3.64
ComfyUI frontend version: 1.27.10
[Prompt Server] web root: H:\PythonProjects1\Win_ComfyUI\.venv\Lib\site-packages\comfyui_frontend_package\static
Note: NumExpr detected 24 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 16.
NumExpr defaulting to 16 threads.
2025-12-02 20:46:00.820580: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
Customize audios loading path: H:\PythonProjects1\Win_ComfyUI\audios
[H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfy-mtb] | INFO -> loaded 108 nodes successfuly
Web extensions folder found at H:\PythonProjects1\Win_ComfyUI\web\extensions\ComfyLiterals
Imported AddPaddingAdvanced successfully
Imported AddPaddingBase successfully
Imported AD_ImageResize successfully
Imported AD_MockupMaker successfully
Imported AD_PosterMaker successfully
Imported AD_PromptSaver successfully
Imported ComfyUI-FofrToolkit successfully
Imported ComfyUI-ImageCaptioner successfully
Imported ComfyUI-imageResize successfully
Imported ComfyUI-textAppend successfully
Imported imagecreatemask successfully
Imported multiline_string successfully
Imported AddPaddingAdvanced successfully
Imported AddPaddingBase successfully
Imported AD_ImageResize successfully
Imported AD_MockupMaker successfully
Imported AD_PosterMaker successfully
Imported AD_PromptSaver successfully
Imported ComfyUI-FofrToolkit successfully
Imported ComfyUI-ImageCaptioner successfully
Imported ComfyUI-imageResize successfully
Imported ComfyUI-textAppend successfully
Imported imagecreatemask successfully
Imported multiline_string successfully
[Allor]: No new updates.
[Allor]: 0 nodes were overridden.
[Allor]: 12 modules were enabled.
[Allor]: 98 nodes were loaded.
[AnimateDiff] - WARNING - xformers is enabled but it has a bug that can cause issue while using with AnimateDiff.
Adding H:\PythonProjects1\Win_ComfyUI\custom_nodes to sys.path
Efficiency Nodes: Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on)...Success!
Loaded Efficiency nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\efficiency-nodes-comfyui
Loaded ControlNetPreprocessors nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux
Loaded AdvancedControlNet nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Advanced-ControlNet
Loaded AnimateDiff from H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-animatediff\animatediff/sliding_schedule.py
Loaded IPAdapter nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus
Loaded VideoHelperSuite from H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-VideoHelperSuite
### Loading: ComfyUI-Impact-Pack (V8.25.1)
### Loading: ComfyUI-Impact-Pack (V8.25.1)
Loaded ImpactPack nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Impact-Pack
[Impact Pack] Wildcards loading done.
[Impact Pack] Wildcards loading done.
[Crystools INFO] Crystools version: 1.27.4
[Crystools INFO] Platform release: 11
[Crystools INFO] JETSON: Not detected.
[Crystools INFO] CPU: Intel(R) Core(TM) Ultra 9 285K - Arch: AMD64 - OS: Windows 11
[Crystools INFO] ✅ DLL有效：H:\PythonProjects1\Win_ComfyUI\.venv\Lib\site-packages\nvidia\ml\nvml.dll（包含所有核心函数）
[Crystools INFO] ✅ 使用现有有效DLL：H:\PythonProjects1\Win_ComfyUI\.venv\Lib\site-packages\nvidia\ml\nvml.dll
[Crystools INFO] ✅ 通过ctypes成功初始化NVML环境
[Crystools INFO] ✅ 成功导入pynvml（兼容模式）
[Crystools INFO] ✅ 成功将已加载的DLL注入到pynvml
[Crystools INFO] 🎉 NVML初始化成功！VRAM监控已启用（DLL注入模式）
[Crystools INFO] 
📌 GPU 详细信息（DLL注入模式）:
[Crystools INFO] 🔧 设备0: Unknown GPU
[Crystools INFO]    - 显存总量: 24576 MB
[Crystools INFO]    - 已用显存: 24568 MB
[Crystools INFO]    - 当前温度: 1367 °C
[Crystools INFO]    - GPU使用率: 0%
[Crystools INFO] 
✅ NVIDIA Driver: 595.02
[ComfyUI-Easy-Use] server: v1.3.4 Loaded
[ComfyUI-Easy-Use] web root: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-easy-use\web_version/v2 Loaded
Comfyui-ergouzi-DGNJD:解锁更多宝贵时光，去做更有意义的事情，这才是AI--------B站@灵仙儿和二狗子
ExcelPicker Node Loaded Successfully
[Flow Control] Checkpoint presets database : H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Flow-Control\db/checkpoints.json
ComfyUI-GGUF: Partial torch compile only, consider updating pytorch
[Flow Control] Flux presets database : H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Flow-Control\db/flux_checkpoints.json
[Flow Control] Lora info database : H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Flow-Control\db/loras.json
------------------------------------------
Flow Control v1.00 :  15 Nodes Loaded
------------------------------------------
[Flow Control] API server started...
ComfyUI-GGUF: Partial torch compile only, consider updating pytorch
✅ Holaf Custom Nodes initialized
==========================
housekeeper
==========================
Total VRAM 24576 MB, total RAM 97560 MB
pytorch version: 2.7.1+cu126
xformers version: 0.0.31.post1
Set vram state to: NORMAL_VRAM
Device: cuda:0 NVIDIA GeForce RTX 3090 : cudaMallocAsync
### Loading: ComfyUI-Impact-Pack (V8.25.1)
[Impact Pack] Wildcards loading done.
### Loading: ComfyUI-Impact-Subpack (V1.3.5)
[Impact Pack/Subpack] Using folder_paths to determine whitelist path: H:\PythonProjects1\Win_ComfyUI\user\default\ComfyUI-Impact-Subpack\model-whitelist.txt
[Impact Pack/Subpack] Ensured whitelist directory exists: H:\PythonProjects1\Win_ComfyUI\user\default\ComfyUI-Impact-Subpack
[Impact Pack/Subpack] Loaded 0 model(s) from whitelist: H:\PythonProjects1\Win_ComfyUI\user\default\ComfyUI-Impact-Subpack\model-whitelist.txt
[Impact Subpack] ultralytics_bbox: H:\PythonProjects1\Win_ComfyUI\models\ultralytics\bbox
[Impact Subpack] ultralytics_segm: H:\PythonProjects1\Win_ComfyUI\models\ultralytics\segm
[Compatibility] Python版本: Python 3.12.11
[Compatibility] Python version: Python 3.12.11
[Compatibility] 兼容性模式: python312
[Compatibility] Compatibility mode: python312
[Compatibility] ⚠️  Python 3.12模式 - 使用兼容性层
[Compatibility] ⚠️  Python 3.12 mode - using compatibility layer
[IndexTTS2] ⚠️  Python版本兼容性警告
[IndexTTS2] ⚠️  Python Version Compatibility Warning
[IndexTTS2] 当前版本: Python 3.12.11
[IndexTTS2] Current version: Python 3.12.11
[IndexTTS2] IndexTTS2依赖需要Python 3.8-3.11，当前版本可能不兼容
[IndexTTS2] IndexTTS2 dependencies require Python 3.8-3.11, current version may be incompatible
[IndexTTS2] 建议使用Python 3.10或3.11环境
[IndexTTS2] Recommend using Python 3.10 or 3.11 environment
[IndexTTS2] 自动依赖安装已禁用，请手动安装所需依赖
[IndexTTS2] Auto dependency installation disabled, please install dependencies manually
[IndexTTS2] ✓ indextts 包已安装
[IndexTTS2] ✓ indextts package installed at: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui-Index-TTS2\indextts\__init__.py
[IndexTTS2] ✓ 所有节点加载完成，包括情绪语音多人对话节点
[IndexTTS2] ✓ All nodes loaded, including emotion voice multi-talk node
[inference_core_nodes.controlnet_preprocessors] | INFO -> Using ckpts path: H:\PythonProjects1\Win_ComfyUI\.venv\src\inference-core-nodes\src\inference_core_nodes\controlnet_preprocessors\ckpts
[inference_core_nodes.controlnet_preprocessors] | INFO -> Using symlinks: False
[inference_core_nodes.controlnet_preprocessors] | INFO -> Using ort providers: ['CUDAExecutionProvider', 'DirectMLExecutionProvider', 'OpenVINOExecutionProvider', 'ROCMExecutionProvider', 'CPUExecutionProvider', 'CoreMLExecutionProvider']
### Loading: ComfyUI-Inspire-Pack (V1.22.2)
jjk_util loding
[JoyCaption] ✅ Loaded custom models and local path mappings.
[JoyCaption GGUF] ✅ Loaded custom GGUF custom models
Set up system temp directory: C:\Users\love\AppData\Local\Temp\latentsync_0ef70495
### Loading: ComfyUI-Manager (V3.37)
[ComfyUI-Manager] network_mode: public
### ComfyUI Revision: 1 [524c4af2] | Released on '2025-10-24'
--------------
 ### Mixlab Nodes: Loaded
ChatGPT.available False
edit_mask.available True
ClipInterrogator.available True
PromptGenerate.available True
ChinesePrompt.available True
RembgNode_.available True
TripoSR.available
MiniCPMNode.available
Scenedetect.available
FishSpeech.available
SenseVoice.available False
Whisper.available False
fal-client## OK
FalVideo.available
 -------------- 
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/alter-list.json
======================================== ComfyUI-nunchaku Initialization ========================================
Nunchaku version: 1.0.0
ComfyUI-nunchaku version: 1.0.1
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/github-stats.json
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/model-list.json
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/extension-node-map.json
=================================================================================================================
================================================================================================================================
ComfyUI-NunchakuFluxLoraStacker: Loading Nunchaku FLUX LoRA Stacker nodes...
ComfyUI-NunchakuFluxLoraStacker: Loaded 1 nodes
ComfyUI-NunchakuFluxLoraStacker: JavaScript directory: js
================================================================================================================================

[ReActor] - STATUS - Running v0.6.2-a4 in ComfyUI
Torch version: 2.7.1+cu126
[ComfyUI-RMBG] v2.4.0 | 24 nodes Loaded
Discovered apex.normalization.FusedRMSNorm - will use it instead of InternLM2RMSNorm
Discovered apex.normalization.FusedRMSNorm - will use it instead of InternRMSNorm
VRAM libre: 22.76 GB
✅ SeedVR2ExtraArgs ghost node loaded successfully!
H:\PythonProjects1\Win_ComfyUI
############################################
H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Universal-Styler\CSV
############################################
['H:\\PythonProjects1\\Win_ComfyUI\\custom_nodes\\ComfyUI-Universal-Styler\\CSV\\naifilters.csv', 'H:\\PythonProjects1\\Win_ComfyUI\\custom_nodes\\ComfyUI-Universal-Styler\\CSV\\naistyles.csv', 'H:\\PythonProjects1\\Win_ComfyUI\\custom_nodes\\ComfyUI-Universal-Styler\\CSV\\naitypes.csv']
############################################
Initializing ComfyUI-VideoUpscale_WithModel

__     ______   ____                      ____              ____ _      _ 
\ \   / /  _ \ / ___| __ _ _ __ ___   ___|  _ \  _____   __/ ___(_)_ __| |
 \ \ / /| |_) | |  _ / _` | '_ ` _ \ / _ \ | | |/ _ \ \ / / |  _| | '__| |
  \ V / |  _ <| |_| | (_| | | | | | |  __/ |_| |  __/\ V /| |_| | | |  | |
   \_/  |_| \_\\____|\__,_|_| |_| |_|\___|____/ \___| \_/  \____|_|_|  |_|
                                                                          
             🎮 VRGameDevGirl custom nodes loaded successfully! 🎞️

(pysssss:WD14Tagger) [DEBUG] Available ORT providers: TensorrtExecutionProvider, CUDAExecutionProvider, CPUExecutionProvider
(pysssss:WD14Tagger) [DEBUG] Using ORT providers: CUDAExecutionProvider, CPUExecutionProvider
Workspace manager - Openning file hash dict
### Loading: Workspace Manager (V1.0.0)
assets_dir:H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_checkpointloader_ext\web/assets
------------------------------------------
Comfyroll Studio v1.76 :  175 Nodes Loaded
------------------------------------------
** For changes, please see patch notes at https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/blob/main/Patch_Notes.md
** For help, please see the wiki at https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki
------------------------------------------
[H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ckpts path: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux\ckpts
[H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using symlinks: False
[H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ort providers: ['CUDAExecutionProvider', 'DirectMLExecutionProvider', 'OpenVINOExecutionProvider', 'ROCMExecutionProvider', 'CPUExecutionProvider', 'CoreMLExecutionProvider']
ℹ️  Protobuf已经有GetPrototype方法，无需补丁
 ** Comfly Loaded : fly, just fly
('Looking for cached Spacy xx_sent_ud_sm.',)

### [START] ComfyUI AlekPet Nodes v1.0.88 ###
Node -> ArgosTranslateNode: ArgosTranslateCLIPTextEncodeNode, ArgosTranslateTextNode [Loading]
Node -> ChatGLMNode: ChatGLM4TranslateCLIPTextEncodeNode, ChatGLM4TranslateTextNode, ChatGLM4InstructNode, ChatGLM4InstructMediaNode [Loading]
Node -> DeepLXTranslateNode: DeepLXTranslateCLIPTextEncodeNode, DeepLXTranslateTextNode [Loading]
Node -> DeepTranslatorNode: DeepTranslatorCLIPTextEncodeNode, DeepTranslatorTextNode [Loading]
Node -> ExtrasNode: PreviewTextNode, HexToHueNode, ColorsCorrectNode [Loading]
Node -> GoogleTranslateNode: GoogleTranslateCLIPTextEncodeNode, GoogleTranslateTextNode [Loading]
Node -> IDENode: IDENode [Loading]
Node -> PainterNode: PainterNode [Loading]
Node -> PoseNode: PoseNode [Loading]
### [END] ComfyUI AlekPet Nodes ###
[SeedReam4API] 信息：✅ ComfyUI官方视频类型导入成功
[SeedReam4API] 信息：✅ ComicBrowserViewer API 路由已注册
[Doubao-Seed] Module loaded successfully
[Doubao-Seed] Plugin loading completed!
[Doubao-Seed] Registered 12 nodes
[Doubao-Seed] Node list: ['SeedReam4APINode', 'SeedReam4APISingleNode', 'DoubaoSeedanceVideoNode', 'DoubaoSeedanceContinuousVideoNode', 'DoubaoSeedanceMultiRefVideoNode', 'DoubaoSeed16Node', 'DoubaoComicBookNode', 'ComicPageSelectorNode', 'ComicHTMLViewerNode', 'ComicBatchExporterNode', 'ComicBrowserViewerNode', 'ComicHTMLPreviewNode']
FETCH ComfyRegistry Data: 5/109
LOADED 6 FONTS


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╚═╝     ╚═╝╚═╝  ╚═╝ ╚═════╝╚═╝  ╚═╝╚═╝╚═╝  ╚═══╝╚══════╝               
                                                                       
██████╗ ███████╗██╗     ██╗   ██╗███████╗██╗ ██████╗ ███╗   ██╗███████╗
██╔══██╗██╔════╝██║     ██║   ██║██╔════╝██║██╔═══██╗████╗  ██║██╔════╝
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╚═════╝ ╚══════╝╚══════╝ ╚═════╝ ╚══════╝╚═╝ ╚═════╝ ╚═╝  ╚═══╝╚══════╝
                                                                       


[LLM Prompt] GLM module loaded successfully
[LLM Prompt] Comfly module loaded successfully
[LLM Agent Assistant] 检测到safetensors版本: 0.6.2
[LLM Prompt] JoyCaption module loaded successfully
[LLM Prompt] Gemini module loaded successfully
✅ nano-banana官方调用方式已集成到gemini_banana模块
✅ 成功导入独立翻译模块
[LLM Prompt] Gemini Banana module loaded successfully
🎨 已为镜像节点设置橙色主题
[LLM Prompt] Gemini Banana Mirror module loaded successfully
[LLM Prompt] OpenRouter Banana module loaded successfully
[LLM Prompt] Comfly Nano Banana module loaded successfully
[LLM Agent Assistant] Plugin loading completed!
[LLM Agent Assistant] Registered 18 nodes
[LLM Agent Assistant] Node list: ['GLM_Prompt_Expand_From_Image', 'Comfly_Prompt_Expand_From_Image', 'JoyCaption-BetaOne-Run', 'KenChenLLMPromptGeminiText', 'KenChenLLMPromptGeminiMultimodal', 'KenChenLLMPromptGeminiImageGeneration', 'KenChenLLMPromptGeminiImageAnalysis', 'KenChenLLMGeminiBananaTextToImageBananaNode', 'KenChenLLMGeminiBananaImageToImageBananaNode', 'KenChenLLMGeminiBananaMultimodalBananaNode', 'GeminiBananaMultiImageEdit', 'GeminiBananaTextTranslation', 'KenChenLLMGeminiBananaMirrorImageGenNode', 'KenChenLLMGeminiBananaMirrorImageEditNode', 'GeminiBananaMirrorMultiImageEdit', 'OpenRouterNode', 'NanoBananaGeminiImageNode', 'BatchImages']
--- Initializing Core Authentication ---
FETCH ComfyRegistry Data: 10/109
✅ NanoBanana with Vertex AI (Legacy SDK) Initialized.
✅ NanoBanana with AI Platform SDK Initialized.
[Self Nodes] 已加载以下节点:
  - Wan_video_prompt_generator: 🎬 视频提示词生成器
[Queue Manager] Queue status: not paused
ComfyUI video support loaded successfully.
[tinyterraNodes] Loaded

🔊 Yvann Audio Reactive & Utils Node : Loaded


Initializing ControlAltAI Nodes
Efficiency Nodes: Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on)...Success!
🐝 Kanibus v1.0.0 - Eye-Tracking ControlNet System Loaded
💫 Features: 14 nodes, GPU optimization, WAN 2.1/2.2 support
✨提示词小助手 V1.1.3 已启动
Using xformers attention
(RES4LYF) Init
(RES4LYF) Importing beta samplers.
(RES4LYF) Importing legacy samplers.

[rgthree-comfy] Loaded 48 exciting nodes. 🎉

⚡ 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\AITechLab
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\aitechlab.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\convert_to_float32.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Advanced-Vision
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\example_node.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-zopi
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-NodeAligner
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\websocket_image_save.py
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Context impl SQLiteImpl.
Will assume non-transactional DDL.
No target revision found.
FETCH ComfyRegistry Data: 15/109
Starting server

[Queue Manager] Task counter set to 1
To see the GUI go to: http://127.0.0.1:8188
FETCH ComfyRegistry Data: 20/109
Cannot connect to comfyregistry.
FETCH DATA from: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json [DONE]
[ComfyUI-Manager] All startup tasks have been completed.
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