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/generate-requirements.sh b/generate-requirements.sh
index 3a54046..06b5692 100644
--- a/generate-requirements.sh
+++ b/generate-requirements.sh
@@ -19,8 +19,6 @@ 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
@@ -31,10 +29,7 @@ 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/storyicon/comfyui_segment_anything/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 49a3de4..2fe95ec 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,3 @@
-accelerate
 addict
 aiohttp
 albumentations
@@ -9,7 +8,6 @@ colour-science
 compel
 cupy-cuda12x
 deepdiff
-diffusers
 dill
 einops
 fairscale
@@ -17,12 +15,9 @@ filelock
 ftfy
 fvcore
 GitPython
-gpytoolbox
 huggingface-hub
-imageio
 imageio-ffmpeg
 importlib-metadata
-jaxtyping
 joblib
 kornia
 lark
@@ -30,45 +25,28 @@ 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 +54,6 @@ scipy
 segment-anything
 sentencepiece
 simpleeval
-slangtorch
 soundfile
 spandrel
 svglib
@@ -87,7 +64,6 @@ torchaudio
 torchdiffeq
 torchmetrics
 torchsde
-torchtyping
 torchvision
 tqdm
 transformers
@@ -96,6 +72,5 @@ trimesh[easy]
 typer
 typing-extensions
 ultralytics!=8.2.87
-xatlas
 yacs
 yapf
diff --git a/requirements2.txt b/requirements2.txt
index cf8f778..d2a77af 100644
--- a/requirements2.txt
+++ b/requirements2.txt
@@ -1,9 +1 @@
-https://github.com/eddiehe99/dlib-whl/releases/download/v19.24.5/dlib-19.24.5-cp311-cp311-win_amd64.whl
-https://raw.githubusercontent.com/Gourieff/Assets/main/Insightface/insightface-0.7.3-cp311-cp311-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 d6cf2a4..a291fcb 100644
--- a/stage1.sh
+++ b/stage1.sh
@@ -10,25 +10,13 @@ export PYTHONPYCACHEPREFIX="$workdir"/pycache
 ls -lahF
 
 # Setup Python embeded, part 1/3
-curl https://www.python.org/ftp/python/3.11.9/python-3.11.9-embed-amd64.zip \
+curl https://www.python.org/ftp/python/3.12.6/python-3.12.6-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 \
-    "$workdir"/Comfy3D_Pre_Builds/_Python_Source_cpp/py311/include \
-    "$workdir"/python_embeded/include
-
-mv \
-    "$workdir"/Comfy3D_Pre_Builds/_Python_Source_cpp/py311/libs \
-    "$workdir"/python_embeded/libs
-
 # Setup Python embeded, part 2/3
 cd "$workdir"/python_embeded
-echo 'import site' >> ./python311._pth
+echo 'import site' >> ./python312._pth
 curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
 ./python.exe get-pip.py
 
@@ -37,8 +25,8 @@ 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
 
 ./python.exe -s -m pip install \
@@ -56,24 +44,8 @@ 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 \
-    "$workdir"/Comfy3D_Pre_Builds/_Build_Wheels/_Wheels_win_py311_torch2.4.0_cu121/*.whl
-
-# From: https://github.com/rusty1s/pytorch_scatter?tab=readme-ov-file#binaries
-./python.exe -s -m pip install \
-    torch-scatter -f https://data.pyg.org/whl/torch-2.4.0%2Bcu121.html
-
-rm -rf "$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' ./python311._pth
+sed -i '1i../ComfyUI' ./python312._pth
 
 ./python.exe -s -m pip list
 
diff --git a/stage2.sh b/stage2.sh
index f6709e5..256aeb6 100644
--- a/stage2.sh
+++ b/stage2.sh
@@ -48,11 +48,9 @@ $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 +61,12 @@ $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 "$workdir"
@@ -92,15 +84,6 @@ cp "$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
 $gcs https://github.com/ltdrdata/ComfyUI-Impact-Pack.git
@@ -119,7 +102,6 @@ rm "$workdir"/ComfyUI_Windows_portable/*.log
 #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..c9024a7 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=7 -mfb=64 -md=32m -ms=on -mf=BCJ2 -v2140000000b ComfyUI_Windows_portable_cu124.7z ComfyUI_Windows_portable
 
 ls -lahF