diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 9c8f6d8..53c322c 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -32,7 +32,7 @@ jobs:
             # You don't need to cofigure it
             GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           with:
-            file: "ComfyUI_Windows_portable_cu121.7z*"
+            file: "ComfyUI_Windows_portable_cu124.7z*"
             # always draft before release
             draft: true
             overwrite: true
diff --git a/attachments/reinstall-deps-for-3d.bat b/attachments/reinstall-deps-for-3d.bat
deleted file mode 100644
index d2faf4e..0000000
--- a/attachments/reinstall-deps-for-3d.bat
+++ /dev/null
@@ -1,60 +0,0 @@
-@echo off
-echo ################################################################################
-echo In case you have trouble running 3D-Pack workflow, especially get error from
-echo diff_gaussian_rasterization, or just unknown CUDA error:
-echo This script is a backup resort, it will attempt to download and build several
-echo dependencies for 3D-Pack from GitHub, and will perform an overwrite installation
-echo after compiling all the wheel files.
-echo It will install packages to local python_embeded folder,and will not affect
-echo your Windows OS.
-echo If the task is interrupted before the compilation is complete, it will not
-echo affect the existing python_embeded.
-echo Regardless of success or failure, the temporary files will not be deleted.
-echo ################################################################################
-echo Require environment: C++ Build Tools (Visual Studio 2022), CUDA Toolkit, Git.
-echo Recommend to edit TORCH_CUDA_ARCH_LIST in this script to save build time.
-echo ################################################################################
-echo Press Enter to continue...
-
-pause
-
-@echo on
-
-@REM In order to save your time on compiling, edit this line according to your GPU arch.
-@REM Ref: https://github.com/ashawkey/stable-dreamfusion/issues/360#issuecomment-2292510049
-@REM Ref: https://arnon.dk/matching-sm-architectures-arch-and-gencode-for-various-nvidia-cards/
-set TORCH_CUDA_ARCH_LIST=5.2+PTX;6.0;6.1+PTX;7.5;8.0;8.6;8.9+PTX
-
-set CMAKE_ARGS=-DBUILD_opencv_world=ON -DWITH_CUDA=ON -DCUDA_FAST_MATH=ON -DWITH_CUBLAS=ON -DWITH_NVCUVID=ON
-
-set PATH=%PATH%;%~dp0\python_embeded\Scripts
-
-if not exist ".\tmp_build" mkdir tmp_build
-
-.\python_embeded\python.exe -s -m pip install numpy==1.26.4
-
-git clone --depth=1 https://github.com/MrForExample/Comfy3D_Pre_Builds.git ^
- .\tmp_build\Comfy3D_Pre_Builds
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- .\tmp_build\Comfy3D_Pre_Builds\_Libs\pointnet2_ops
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- .\tmp_build\Comfy3D_Pre_Builds\_Libs\simple-knn
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- git+https://github.com/ashawkey/diff-gaussian-rasterization.git
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- git+https://github.com/ashawkey/kiuikit.git
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- git+https://github.com/NVlabs/nvdiffrast.git
-
-echo Build complete, installing...
-
-del .\tmp_build\numpy-2*.whl
-
-for %i in (.\tmp_build\*.whl) do .\python_embeded\python.exe -s -m pip install --force-reinstall "%i"
-
-.\python_embeded\python.exe -s -m pip install numpy==1.26.4
diff --git a/attachments/run_nvidia_gpu.bat b/attachments/run_nvidia_gpu.bat
index 096ace2..2e4d47e 100644
--- a/attachments/run_nvidia_gpu.bat
+++ b/attachments/run_nvidia_gpu.bat
@@ -21,15 +21,6 @@ set PATH=%PATH%;%~dp0\python_embeded\Scripts
 @REM 该行命令会使 .pyc 文件集中保存在一处。
 set PYTHONPYCACHEPREFIX=%~dp0\pycache
 
-@REM This command will copy u2net.onnx to user's home path, to skip download at first start.
-@REM 该行命令会复制 u2net.onnx 到用户主目录下，以免启动时还需下载。
-IF NOT EXIST "%USERPROFILE%\.u2net\u2net.onnx" (
-    IF EXIST ".\extras\u2net.onnx" (
-        mkdir "%USERPROFILE%\.u2net" 2>nul
-        copy ".\extras\u2net.onnx" "%USERPROFILE%\.u2net\u2net.onnx"
-    )
-)
-
 @REM If you don't want the browser to open automatically, add " --disable-auto-launch" (without quotation marks) to the end of the line below.
 @REM 如果不想要 ComfyUI 启动后自动打开浏览器，添加" --disable-auto-launch"（不含引号）到下行末尾。
 .\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build
diff --git "a/attachments/\351\207\215\346\226\260\347\274\226\350\257\221\345\256\211\350\243\2053D-Pack\344\276\235\350\265\226\351\241\271.bat" "b/attachments/\351\207\215\346\226\260\347\274\226\350\257\221\345\256\211\350\243\2053D-Pack\344\276\235\350\265\226\351\241\271.bat"
deleted file mode 100644
index ccd112f..0000000
--- "a/attachments/\351\207\215\346\226\260\347\274\226\350\257\221\345\256\211\350\243\2053D-Pack\344\276\235\350\265\226\351\241\271.bat"
+++ /dev/null
@@ -1,69 +0,0 @@
-chcp 65001
-
-@echo off
-
-echo ################################################################################
-echo "如果遇到 3D-Pack 疑难问题（执行工作流时 C++ 报错、CUDA 报错等，"
-echo "尤其是 diff_gaussian_rasterization 抛出异常），可以尝试本脚本。"
-echo "本脚本会从 GitHub 下载 3D-Pack 的若干依赖项，"
-echo "并全部编译完后，再使用 wheel 文件进行覆盖安装。"
-echo ################################################################################
-echo "运行需要环境： C++ 编译套件 (VS 2022), CUDA 工具包, Git。"
-echo "建议修改脚本中的 TORCH_CUDA_ARCH_LIST 以大幅节约编译时间。"
-echo ################################################################################
-echo "安装不会影响你的 Windows 系统，只影响 python_embeded 目录。"
-echo "如在编译期间中断任务，不会影响 python_embeded 。"
-echo "无论执行成功与否，临时文件均会被保留。"
-echo ################################################################################
-echo "按回车继续……"
-
-pause
-
-@echo on
-
-@REM 如需配置代理，编辑下两行命令，并取消注释（移除行首的 'rem '）。
-rem set HTTP_PROXY=http://localhost:1081
-rem set HTTPS_PROXY=http://localhost:1081
-
-@REM 配置 PIP 与 HuggingFace Hub 镜像
-set PIP_INDEX_URL=https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
-set HF_ENDPOINT=https://hf-mirror.com
-
-@REM 依照下表，修改为你的 GPU 对应架构，以节约编译时间：
-@REM https://github.com/ashawkey/stable-dreamfusion/issues/360#issuecomment-2292510049
-@REM https://arnon.dk/matching-sm-architectures-arch-and-gencode-for-various-nvidia-cards/
-set TORCH_CUDA_ARCH_LIST=5.2+PTX;6.0;6.1+PTX;7.5;8.0;8.6;8.9+PTX
-
-set CMAKE_ARGS=-DBUILD_opencv_world=ON -DWITH_CUDA=ON -DCUDA_FAST_MATH=ON -DWITH_CUBLAS=ON -DWITH_NVCUVID=ON
-
-set PATH=%PATH%;%~dp0\python_embeded\Scripts
-
-if not exist ".\tmp_build" mkdir tmp_build
-
-.\python_embeded\python.exe -s -m pip install numpy==1.26.4
-
-git clone --depth=1 https://ghp.ci/https://github.com/MrForExample/Comfy3D_Pre_Builds.git ^
- .\tmp_build\Comfy3D_Pre_Builds
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- .\tmp_build\Comfy3D_Pre_Builds\_Libs\pointnet2_ops
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- .\tmp_build\Comfy3D_Pre_Builds\_Libs\simple-knn
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- git+https://ghp.ci/https://github.com/ashawkey/diff-gaussian-rasterization.git
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- git+https://ghp.ci/https://github.com/ashawkey/kiuikit.git
-
-.\python_embeded\python.exe -s -m pip wheel -w tmp_build ^
- git+https://ghp.ci/https://github.com/NVlabs/nvdiffrast.git
-
-echo "编译完成，开始安装……"
-
-del .\tmp_build\numpy-2*.whl
-
-for %i in (.\tmp_build\*.whl) do .\python_embeded\python.exe -s -m pip install --force-reinstall "%i"
-
-.\python_embeded\python.exe -s -m pip install numpy==1.26.4
diff --git a/generate-requirements.sh b/generate-requirements.sh
index 8eeb6cd..efb7acd 100644
--- a/generate-requirements.sh
+++ b/generate-requirements.sh
@@ -19,12 +19,9 @@ array=(
 https://raw.githubusercontent.com/comfyanonymous/ComfyUI/master/requirements.txt
 https://raw.githubusercontent.com/crystian/ComfyUI-Crystools/main/requirements.txt
 https://raw.githubusercontent.com/cubiq/ComfyUI_essentials/main/requirements.txt
-https://raw.githubusercontent.com/cubiq/ComfyUI_FaceAnalysis/main/requirements.txt
-https://raw.githubusercontent.com/cubiq/ComfyUI_InstantID/main/requirements.txt
 https://raw.githubusercontent.com/Fannovel16/comfyui_controlnet_aux/main/requirements.txt
 https://raw.githubusercontent.com/Fannovel16/ComfyUI-Frame-Interpolation/main/requirements-no-cupy.txt
 https://raw.githubusercontent.com/FizzleDorf/ComfyUI_FizzNodes/main/requirements.txt
-https://raw.githubusercontent.com/Gourieff/comfyui-reactor-node/refs/heads/main/requirements.txt
 https://raw.githubusercontent.com/huchenlei/ComfyUI-layerdiffuse/refs/heads/main/requirements.txt
 https://raw.githubusercontent.com/jags111/efficiency-nodes-comfyui/main/requirements.txt
 https://raw.githubusercontent.com/kijai/ComfyUI-KJNodes/main/requirements.txt
@@ -33,12 +30,7 @@ https://raw.githubusercontent.com/ltdrdata/ComfyUI-Impact-Pack/Main/requirements
 https://raw.githubusercontent.com/ltdrdata/ComfyUI-Impact-Subpack/main/requirements.txt
 https://raw.githubusercontent.com/ltdrdata/ComfyUI-Inspire-Pack/main/requirements.txt
 https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/requirements.txt
-https://raw.githubusercontent.com/melMass/comfy_mtb/main/requirements.txt
-https://raw.githubusercontent.com/MrForExample/ComfyUI-3D-Pack/main/requirements.txt
-https://raw.githubusercontent.com/MrForExample/ComfyUI-AnimateAnyone-Evolved/refs/heads/main/requirements.txt
 https://raw.githubusercontent.com/storyicon/comfyui_segment_anything/main/requirements.txt
-https://raw.githubusercontent.com/WASasquatch/was-node-suite-comfyui/refs/heads/main/requirements.txt
-https://raw.githubusercontent.com/ZHO-ZHO-ZHO/ComfyUI-InstantID/main/requirements.txt
 )
 
 for line in "${array[@]}";
diff --git a/requirements.txt b/requirements.txt
index abe68ce..954ac14 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,3 @@
-accelerate
 addict
 aiohttp
 albumentations
@@ -17,12 +16,9 @@ filelock
 ftfy
 fvcore
 GitPython
-gpytoolbox
 huggingface-hub
-imageio
 imageio-ffmpeg
 importlib-metadata
-jaxtyping
 joblib
 kornia
 lark
@@ -30,45 +26,28 @@ matplotlib
 matrix-client==0.4.0
 mediapipe
 mss
-nerfacc
-ninja
 numba
 numexpr
 numpy<2
 omegaconf
-onnxruntime
-open-clip-torch
 opencv-contrib-python
 opencv-python
 opencv-python-headless
-packaging
 pandas
-peft
 piexif
 pilgram
 pillow
-plyfile
 psutil
 py-cpuinfo
 pygit2
 PyGithub
-pygltflib
-pyhocon
-PyMCubes
-pymeshlab
 pynvml
 python-dateutil
 python-ffmpeg
-pytorch-lightning
-pytorch-msssim
 pyyaml
-qrcode[pil]
 regex
 rembg
-requests
-requirements-parser
 rich
-rich-argparse
 safetensors
 scikit-image
 scikit-learn
@@ -76,7 +55,6 @@ scipy
 segment-anything
 sentencepiece
 simpleeval
-slangtorch
 soundfile
 spandrel
 svglib
@@ -87,7 +65,6 @@ torchaudio
 torchdiffeq
 torchmetrics
 torchsde
-torchtyping
 torchvision
 tqdm
 transformers
@@ -97,6 +74,5 @@ typer
 typing-extensions
 ultralytics
 webcolors
-xatlas
 yacs
 yapf
diff --git a/requirements2.txt b/requirements2.txt
index 455cb9f..d2a77af 100644
--- a/requirements2.txt
+++ b/requirements2.txt
@@ -1,9 +1 @@
-https://github.com/eddiehe99/dlib-whl/releases/download/v19.24.6-alpha/dlib-19.24.6-cp312-cp312-win_amd64.whl
-https://raw.githubusercontent.com/Gourieff/Assets/refs/heads/main/Insightface/insightface-0.7.3-cp312-cp312-win_amd64.whl
-gradio
-gradio-client
 pixeloe
-git+https://github.com/openai/CLIP.git
-git+https://github.com/WASasquatch/cstr
-git+https://github.com/WASasquatch/ffmpy.git
-git+https://github.com/WASasquatch/img2texture.git
diff --git a/stage1.sh b/stage1.sh
index c08d7df..940625a 100644
--- a/stage1.sh
+++ b/stage1.sh
@@ -16,18 +16,6 @@ curl https://www.python.org/ftp/python/3.12.7/python-3.12.7-embed-amd64.zip \
     -o python_embeded.zip
 unzip python_embeded.zip -d "$workdir"/python_embeded
 
-# ComfyUI-3D-Pack, part 1/2
-$gcs https://github.com/MrForExample/Comfy3D_Pre_Builds.git \
-    "$workdir"/Comfy3D_Pre_Builds
-
-mv \
-    "$workdir"/Comfy3D_Pre_Builds/_Python_Source_cpp/py312/include \
-    "$workdir"/python_embeded/include
-
-mv \
-    "$workdir"/Comfy3D_Pre_Builds/_Python_Source_cpp/py312/libs \
-    "$workdir"/python_embeded/libs
-
 # Setup Python embeded, part 2/3
 cd "$workdir"/python_embeded
 echo 'import site' >> ./python312._pth
@@ -39,8 +27,8 @@ curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
     --upgrade pip wheel setuptools Cython cmake
 
 ./python.exe -s -m pip install \
-    xformers==0.0.27.post2 torchvision==0.19.0 torchaudio \
-    --index-url https://download.pytorch.org/whl/cu121 \
+    xformers torchvision torchaudio \
+    --index-url https://download.pytorch.org/whl/cu124 \
     --extra-index-url https://pypi.org/simple
 
 # 1. requirements.txt
@@ -63,22 +51,6 @@ curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
 ./python.exe -s -m pip install \
     mediapipe
 
-# ComfyUI-3D-Pack, part 2/2
-./python.exe -s -m pip install \
-    "$workdir"/Comfy3D_Pre_Builds/_Build_Wheels/_Wheels_win_py312_torch2.4.0_cu121/*.whl
-
-# From: https://github.com/rusty1s/pytorch_scatter?tab=readme-ov-file#binaries
-./python.exe -s -m pip install \
-    torch-scatter -f https://data.pyg.org/whl/torch-2.4.0%2Bcu121.html
-
-rm -rf "$workdir"/Comfy3D_Pre_Builds
-
-# Add Ninja binary (replacing PIP one)
-curl -L https://github.com/ninja-build/ninja/releases/latest/download/ninja-win.zip \
-    -o ninja-win.zip
-unzip -o ninja-win.zip -d "$workdir"/python_embeded/Scripts
-rm ninja-win.zip
-
 # Setup Python embeded, part 3/3
 sed -i '1i../ComfyUI' ./python312._pth
 
diff --git a/stage2.sh b/stage2.sh
index 20fdea9..3f6d242 100644
--- a/stage2.sh
+++ b/stage2.sh
@@ -15,14 +15,10 @@ mkdir -p "$workdir"/ComfyUI_Windows_portable
 git clone https://github.com/comfyanonymous/ComfyUI.git \
     "$workdir"/ComfyUI_Windows_portable/ComfyUI
 
-# Using stable version (has a release tag)
-cd "$workdir"/ComfyUI_Windows_portable/ComfyUI
-git reset --hard "$(git tag | grep -e '^v' | sort -V | tail -1)"
-
 # TAESD model for image on-the-fly preview
 cd "$workdir"
 $gcs https://github.com/madebyollin/taesd.git
-cp taesd/*.pth \
+cp taesd/*_decoder.pth \
     "$workdir"/ComfyUI_Windows_portable/ComfyUI/models/vae_approx/
 rm -rf taesd
 
@@ -48,11 +44,9 @@ $gcs https://github.com/shiimizu/ComfyUI_smZNodes.git
 $gcs https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes.git
 
 # Control
-$gcs https://github.com/cubiq/ComfyUI_InstantID.git
 $gcs https://github.com/cubiq/ComfyUI_IPAdapter_plus.git
 $gcs https://github.com/Fannovel16/comfyui_controlnet_aux.git
 $gcs https://github.com/florestefano1975/comfyui-portrait-master.git
-$gcs https://github.com/Gourieff/comfyui-reactor-node.git
 $gcs https://github.com/huchenlei/ComfyUI-layerdiffuse.git
 $gcs https://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet.git
 $gcs https://github.com/ltdrdata/ComfyUI-Inspire-Pack.git
@@ -63,18 +57,12 @@ $gcs https://github.com/twri/sdxl_prompt_styler.git
 # Video
 $gcs https://github.com/Fannovel16/ComfyUI-Frame-Interpolation.git
 $gcs https://github.com/FizzleDorf/ComfyUI_FizzNodes.git
-$gcs https://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved.git
 $gcs https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite.git
-$gcs https://github.com/melMass/comfy_mtb.git
-$gcs https://github.com/MrForExample/ComfyUI-AnimateAnyone-Evolved.git
 
 # More
-$gcs https://github.com/cubiq/ComfyUI_FaceAnalysis.git
-$gcs https://github.com/MrForExample/ComfyUI-3D-Pack.git
 $gcs https://github.com/pythongosssss/ComfyUI-WD14-Tagger.git
 $gcs https://github.com/SLAPaper/ComfyUI-Image-Selector.git
 $gcs https://github.com/ssitu/ComfyUI_UltimateSDUpscale.git
-$gcs https://github.com/WASasquatch/was-node-suite-comfyui.git
 
 
 cd "$workdir"
@@ -92,15 +80,6 @@ cp "$workdir"/attachments/run_nvidia_gpu.bat \
 
 du -hd1 "$workdir"
 
-# Download models for ReActor
-cd "$workdir"/ComfyUI_Windows_portable/ComfyUI/models
-curl -L https://github.com/sczhou/CodeFormer/releases/download/v0.1.0/codeformer.pth \
-    --create-dirs -o facerestore_models/codeformer-v0.1.0.pth
-curl -L https://github.com/TencentARC/GFPGAN/releases/download/v1.3.4/GFPGANv1.4.pth \
-    --create-dirs -o facerestore_models/GFPGANv1.4.pth
-curl -L https://huggingface.co/datasets/Gourieff/ReActor/resolve/main/models/inswapper_128_fp16.onnx \
-    --create-dirs -o insightface/inswapper_128_fp16.onnx
-
 # Download Impact-Pack & Subpack & models
 cd "$workdir"/ComfyUI_Windows_portable/ComfyUI/custom_nodes
 $gcs https://github.com/ltdrdata/ComfyUI-Impact-Pack.git
@@ -113,18 +92,12 @@ $gcs https://github.com/ltdrdata/ComfyUI-Impact-Subpack.git impact_subpack
 cd "$workdir"/ComfyUI_Windows_portable
 ./python_embeded/python.exe -s -B ComfyUI/main.py --quick-test-for-ci --cpu
 
-# Copy model files from ~/
-cd "$workdir"/ComfyUI_Windows_portable
-mkdir extras
-cp ~/.u2net/u2net.onnx ./extras/u2net.onnx
-
 # Clean up
 rm "$workdir"/ComfyUI_Windows_portable/*.log
 # DO NOT clean pymatting cache, they are nbi/nbc files for Numba, and won't be regenerated.
 #rm -rf "$workdir"/ComfyUI_Windows_portable/python_embeded/Lib/site-packages/pymatting
 
 cd "$workdir"/ComfyUI_Windows_portable/ComfyUI/custom_nodes
-rm ./was-node-suite-comfyui/was_suite_config.json
 rm ./ComfyUI-Manager/config.ini
 rm ./ComfyUI-Impact-Pack/impact-pack.ini
 rm ./ComfyUI-Custom-Scripts/pysssss.json
diff --git a/stage3.sh b/stage3.sh
index f32c366..7e1632f 100644
--- a/stage3.sh
+++ b/stage3.sh
@@ -7,6 +7,6 @@ du -hd1
 
 # LZMA2 is ~75% faster than LZMA, but consumes significant more RAM
 # Use 2140000000b as volume size just because GitHub think 2147483648b is "larger than 2GB"
-"C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma2 -mx=7 -mfb=64 -md=32m -ms=on -mf=BCJ2 -v2140000000b ComfyUI_Windows_portable_cu121.7z ComfyUI_Windows_portable
+"C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma2 -mx=3 -mfb=32 -md=4m -ms=on -mf=BCJ2 -v2140000000b ComfyUI_Windows_portable_cu124.7z ComfyUI_Windows_portable
 
 ls -lahF