基于nvidia/cuda镜像，以build模式生成开发环境（预装python3.12、vscode中文语言包、aria2c下载工具等）。之后生成venv并预装torch、flash_attn、sageattention等库。预装部分ComfyUI热门插件，并提供基于Gradio的图形化下载工具。

目前配置为从镜像启动。如需要每次启动重新构建docker环境可以自行修改 .cnb.yml 文件，重新构建的环境不含venv和ComfyUI，可参考该介绍最后的venv生成方法和安装ComfyUI及插件。

相关项目链接：ComfyUI 在线体验（飞桨AI Studio星河社区）

新增模型自动下载功能，ComfyUI启动后界面内可选择的模型在运行时会自动下载到云节点缓存，无需人为操作，也不需要保存到个人仓库！！！

**注意：**自动下载功能是修改ComfyUI源码实现的，如果自行更新ComfyUI，可能会失去自动下载功能！！！

目前自动下载功能包括checkpoints、clip、clip_vision、diffusion_models、loras、text_encoders、upscale_models、vae文件夹~

模型均来源于AI Models，不可商用！不可商用！不可商用！

环境启动后会自动启动ComfyUI。如需关闭，终端中按Ctrl+c。

再次启动ComfyUI，终端输入 qd，回车运行。可添加其他启动参数，如 qd --use-sage-attention，启用sageattention。

注意：--listen、--auto-launch参数已内置，无需额外添加。

四种打开外链的方法（选一种即可）：

1. 环境启动后会自动解压生成venv并启动ComfyUI，会弹出一个对话框，点打开；
2. 点击右下角弹出的对话框中的在浏览器中打开；
3. 按住Ctrl键点击终端输出内容中的http://0.0.0.0:8188；
4. 在端口下，按住Ctrl键点击外部链接。

首先点击右下角 + 打开第二个终端，在新终端中输入 ui，回车运行，将自动打开下载工具界面。如需关闭，对应终端中按Ctrl+c。

Gradio下载工具界面：

预设下载模块中预置了一些模型的下载链接和存放路径，首先选择一级分类和二级分类，然后选择预设文件列表（可多选），最后点击开始下载或生成终端下载代码。

Aria2c和Wget模块均可自定义下载链接和保存路径，对于多数下载链接可以直接识别文件名，无法识别的需要手工输入。

注意：

1. 在工具内下载是有进度条的，但受网络影响，该进度条的刷新可能有延迟。如果想看完整的下载进度，建议生成终端下载代码后在新的终端内下载;
2. 预设下载模块中的文件链接收集于互联网（如AI Models），不可商用！不可商用！不可商用！

提交文件或文件夹（终端内运行）：

# add 文件或文件夹的路径1 文件或文件夹的路径2 文件或文件夹的路径3 ...

# 例如提交comfyui、custom_nodes、venv文件夹
add comfyui custom_nodes venv

注意：可在资源管理器内，右键文件或文件夹，复制路径。

删除文件或文件夹（终端内运行，谨慎操作！）：

del 文件或文件夹的路径1 文件或文件夹的路径2 文件或文件夹的路径3 ...

终端内运行：update

预设下载中有的模型尽量不要提交到自己的仓库，预设链接是内网链接，下载很快。免费空间只有100+100GB，只要提交文件就会占用空间，后续即使删除文件，空间占用不会降低。需要释放仓库空间只能是删除仓库（注意下载备份重要文件！）。

# 生成venv
python3 -m venv venv

# 激活venv
source venv/bin/activate

# 安装pytorch（注意cuda版本）
pip install torch==2.7.1 torchvision==0.22.1 torchaudio==2.7.1 --index-url https://download.pytorch.org/whl/cu128

# pip install torch==2.8.0 torchvision==0.23.0 torchaudio==2.8.0 --index-url https://download.pytorch.org/whl/cu129

# 安装dev版本的pytorch（注意cuda版本）
pip install -U torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu129

# 安装xformers（注意cuda版本，低版本pytorch需要手工指定xformers版本）
pip install xformers --index-url https://download.pytorch.org/whl/cu128

# pytorch版本 xformers版本对照表（仅供参考）
# torch==2.8.0 torchvision==0.23.0 torchaudio==2.8.0 xformers==0.0.32.post2
# torch==2.7.1 torchvision==0.22.1 torchaudio==2.7.1 xformers==0.0.31.post1
# torch==2.7.0 torchvision==0.22.0 torchaudio==2.7.0 xformers==0.0.30
# torch==2.6.0 torchvision==0.21.0 torchaudio==2.6.0 xformers==0.0.29.post2
# torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 xformers==0.0.28.post3
# torch==2.5.0 torchvision==0.20.0 torchaudio==2.5.0 xformers==0.0.28.post2
# torch==2.4.1 torchvision==0.19.1 torchaudio==2.4.1 xformers==0.0.28.post1
# torch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0 xformers==0.0.27.post2
# torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 xformers==0.0.27
# torch==2.3.0 torchvision==0.18.0 torchaudio==2.3.0 xformers==0.0.26.post1
# torch==2.2.2 torchvision==0.17.2 torchaudio==2.2.2 xformers==0.0.26
# torch==2.2.1 torchvision==0.17.1 torchaudio==2.2.1 xformers==0.0.25
# torch==2.2.0 torchvision==0.17.0 torchaudio==2.2.0 xformers==0.0.24
# torch==2.1.2 torchvision==0.16.2 torchaudio==2.1.2 xformers==0.0.23.post1
# torch==2.1.1 torchvision==0.16.1 torchaudio==2.1.1 xformers==0.0.23
# torch==2.1.0 torchvision==0.16.0 torchaudio==2.1.0 xformers==0.0.22.post7
# torch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 无xformers
# torch==2.0.0 torchvision==0.15.1 torchaudio==2.0.1 无xformers

# 从源码安装xformers（pip安装的版本有问题时可尝试，低版本torch需要自己找低版本xformers源码）
git clone https://github.com/facebookresearch/xformers.git
cd xformers
git submodule update --init --recursive
python setup.py install
cd ..

# 安装flash-attn（具体版本得看插件要求）
pip install flash-attn==2.8.0.post2

# 安装SageAttention
git clone https://github.com/thu-ml/SageAttention.git
cd SageAttention 
export EXT_PARALLEL=4 NVCC_APPEND_FLAGS="--threads 8" MAX_JOBS=32 # parallel compiling (Optional)
python setup.py install
cd ..

# 下载ComfyUI
git clone https://github.com/comfyanonymous/ComfyUI.git /workspace/comfyui

# 下载常用插件
cd /workspace/custom_nodes
git clone https://github.com/1038lab/ComfyUI-RMBG
git clone https://github.com/7BEII/Comfyui_PDuse
git clone https://github.com/Acly/comfyui-inpaint-nodes
git clone https://github.com/AIFSH/ComfyUI-UVR5
git clone https://github.com/AInseven/ComfyUI-fastblend
git clone https://github.com/AIrjen/OneButtonPrompt
git clone https://github.com/badxprogramm/ComfyUI-GradientBlur
git clone https://github.com/BlenderNeko/ComfyUI_ADV_CLIP_emb
git clone https://github.com/bronkula/comfyui-fitsize
git clone https://github.com/catscandrive/comfyui-imagesubfolders
git clone https://github.com/chflame163/ComfyUI_FaceSimilarity
git clone https://github.com/chflame163/ComfyUI_LayerStyle
git clone https://github.com/chflame163/ComfyUI_LayerStyle_Advance
git clone https://github.com/chrisgoringe/cg-image-filter
git clone https://github.com/chrisgoringe/cg-use-everywhere
git clone https://github.com/christian-byrne/audio-separation-nodes-comfyui
git clone https://github.com/city96/ComfyUI-GGUF
git clone https://github.com/coreyryanhanson/ComfyQR
git clone https://github.com/crystian/comfyui-crystools
git clone https://github.com/cubiq/ComfyUI_essentials
git clone https://github.com/cubiq/ComfyUI_InstantID
git clone https://github.com/cubiq/ComfyUI_IPAdapter_plus
git clone https://github.com/cubiq/PuLID_ComfyUI
git clone https://github.com/CY-CHENYUE/ComfyUI-Janus-Pro
git clone https://github.com/CY-CHENYUE/ComfyUI-Redux-Prompt
git clone https://github.com/da2el-ai/D2-SavePSD-ComfyUI
git clone https://github.com/djbielejeski/a-person-mask-generator
git clone https://github.com/Dontdrunk/ComfyUI-DD-Translation
git clone https://github.com/dorpxam/ComfyUI-LTXVideoLoRA
git clone https://github.com/EllangoK/ComfyUI-post-processing-nodes
git clone https://github.com/evanspearman/ComfyMath
git clone https://github.com/EvilBT/ComfyUI_SLK_joy_caption_two
git clone https://github.com/Extraltodeus/Skimmed_CFG
git clone https://github.com/fairy-root/ComfyUI-OpenAI-FM
git clone https://github.com/fairy-root/Flux-Prompt-Generator
git clone https://github.com/Fannovel16/comfyui_controlnet_aux
git clone https://github.com/Fannovel16/ComfyUI-Frame-Interpolation
git clone https://github.com/Fannovel16/ComfyUI-Video-Matting
git clone https://github.com/FizzleDorf/ComfyUI_FizzNodes
git clone https://github.com/Flow-two/ComfyUI-WanStartEndFramesNative
git clone https://github.com/fpgaminer/joycaption_comfyui
git clone https://github.com/FunnyFinger/ComfyUi-RadarWeightNode
git clone https://github.com/glifxyz/ComfyUI-GlifNodes
git clone https://github.com/Goktug/ComfyUi_NNLatentUpscale
git clone https://github.com/Goktug/comfyui-saveimage-plus
git clone https://github.com/Gourieff/ComfyUI-ReActor
git clone https://github.com/GrailGreg/images_base64
git clone https://github.com/huchenlei/ComfyUI-IC-Light-Native
git clone https://github.com/huchenlei/ComfyUI-layerdiffuse
git clone https://github.com/huchenlei/ComfyUI-openpose-editor
git clone https://github.com/jags111/efficiency-nodes-comfyui
git clone https://github.com/jamesWalker55/comfyui-various
git clone https://github.com/jax-explorer/ComfyUI-VideoBasic
git clone https://github.com/john-mnz/ComfyUI-Inspyrenet-Rembg
git clone https://github.com/Jonseed/ComfyUI-Detail-Daemon
git clone https://github.com/kaibioinfo/ComfyUI_AdvancedRefluxControl
git clone https://github.com/kijai/ComfyUI-DepthAnythingV2
git clone https://github.com/kijai/ComfyUI-Florence2
git clone https://github.com/kijai/ComfyUI-GIMM-VFI
git clone https://github.com/kijai/ComfyUI-HunyuanVideoWrapper
git clone https://github.com/kijai/ComfyUI-IC-Light
git clone https://github.com/kijai/ComfyUI-KJNodes
git clone https://github.com/kijai/ComfyUI-Marigold
git clone https://github.com/kijai/ComfyUI-WanVideoWrapper
git clone https://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet
git clone https://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved
git clone https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite
git clone https://github.com/LAOGOU-666/Comfyui_LG_Tools
git clone https://github.com/Layer-norm/comfyui-lama-remover
git clone https://github.com/Lightricks/ComfyUI-LTXVideo
git clone https://github.com/lldacing/ComfyUI_Patches_ll
git clone https://github.com/lldacing/ComfyUI_PuLID_Flux_ll
git clone https://github.com/Loewen-Hob/rembg-comfyui-node-better
git clone https://github.com/lquesada/ComfyUI-Inpaint-CropAndStitch
git clone https://github.com/lrzjason/Comfyui-In-Context-Lora-Utils
git clone https://github.com/ltdrdata/ComfyUI-Impact-Pack
git clone https://github.com/ltdrdata/ComfyUI-Impact-Subpack
git clone https://github.com/ltdrdata/ComfyUI-Inspire-Pack
git clone https://github.com/ltdrdata/ComfyUI-Manager
git clone https://github.com/ltdrdata/was-node-suite-comfyui
git clone https://github.com/M1kep/ComfyLiterals
git clone https://github.com/melMass/comfy_mtb
git clone https://github.com/melMass/comfy_mtb
git clone https://github.com/mingsky-ai/ComfyUI-MingNodes
git clone https://github.com/neverbiasu/ComfyUI-SAM2
git clone https://github.com/nullquant/ComfyUI-BrushNet
git clone https://github.com/orssorbit/ComfyUI-wanBlockswap
git clone https://github.com/PressWagon/ComfyUI-StringsAndThings
git clone https://github.com/pythongosssss/ComfyUI-Custom-Scripts
git clone https://github.com/pythongosssss/ComfyUI-WD14-Tagger
git clone https://github.com/raindrop313/ComfyUI-WanVideoStartEndFrames
git clone https://github.com/shadowcz007/comfyui-mixlab-nodes
git clone https://github.com/Shakker-Labs/ComfyUI-IPAdapter-Flux
git clone https://github.com/sipherxyz/comfyui-art-venture
git clone https://github.com/smthemex/ComfyUI_Pops
git clone https://github.com/smthemex/ComfyUI_Sonic
git clone https://github.com/smthemex/ComfyUI_YuE
git clone https://github.com/ssitu/ComfyUI_UltimateSDUpscale
git clone https://github.com/Stability-AI/stability-ComfyUI-nodes
git clone https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes
git clone https://github.com/talesofai/comfyui-browser
git clone https://github.com/TFL-TFL/ComfyUI_Text_Translation
git clone https://github.com/TheMistoAI/ComfyUI-Anyline
git clone https://github.com/Tropfchen/ComfyUI-Embedding_Picker
git clone https://github.com/TTPlanetPig/Comfyui_TTP_Toolset
git clone https://github.com/un-seen/comfyui-tensorops
git clone https://github.com/VAST-AI-Research/ComfyUI-Tripo
git clone https://github.com/WaveSpeedAI/wavespeed-comfyui
git clone https://github.com/welltop-cn/ComfyUI-TeaCache
git clone https://github.com/xhiroga/ComfyUI-FramePackWrapper_PlusOne
git clone https://github.com/XLabs-AI/x-flux-comfyui
git clone https://github.com/yolain/ComfyUI-Easy-Use

# 批量安装插件依赖
find /workspace/custom_nodes -name requirements.txt -exec pip install -r {} \;

# 重新安装ComfyUI依赖
pip install -r /workspace/comfyui/requirements.txt

# 链接插件目录到ComfyUI目录
rm -r /workspace/comfyui/custom_nodes
ln -s /workspace/custom_nodes /workspace/comfyui/

# 启动ComfyUI看看还缺什么依赖或哪些依赖存在冲突，手工处理一下！！！
/workspace/venv/bin/python /workspace/comfyui/main.py --listen --auto-launch

其他插件：

# 启动较慢插件
git clone https://github.com/billwuhao/ComfyUI_PortraitTools

# UI类插件
git clone https://github.com/rgthree/rgthree-comfy

# 会生成独立按钮的插件
git clone https://github.com/ainewsto/Comfyui_Comfly
git clone https://github.com/bytedance/comfyui-lumi-batcher

# python3.12暂不支持的插件
git clone https://github.com/kijai/ComfyUI-SUPIR
git clone https://github.com/chflame163/ComfyUI_WordCloud
git clone https://github.com/ZHO-ZHO-ZHO/ComfyUI-YoloWorld-EfficientSAM
git clone https://github.com/filliptm/ComfyUI_Fill-Nodes
git clone https://github.com/AlekPet/ComfyUI_Custom_Nodes_AlekPet # 部分支持