diff --git a/02.forge.sh b/02.forge.sh
index 9f1f323..d2b49b6 100644
--- a/02.forge.sh
+++ b/02.forge.sh
@@ -31,19 +31,26 @@ fi
 source activate ${SD02_DIR}/conda-env
 conda install -n base conda-libmamba-solver -y
 conda install -c conda-forge python=3.11 pip gcc gxx libcurand --solver=libmamba -y
+#conda install pytorch==2.3.0 torchvision==0.18.0 torchaudio==2.3.0 pytorch-cuda=12.1 -c pytorch -c nvidia --solver=libmamba -y
 
 if [ ! -f "$SD02_DIR/parameters.forge.txt" ]; then
     cp -v "/opt/sd-install/parameters/02.forge.txt" "$SD02_DIR/parameters.forge.txt"
 fi
 
-#install dependencies 
+#install custom requirements 
 pip install --upgrade pip
-pip install coloredlogs flatbuffers numpy packaging protobuf==3.20.3 sympy
-pip install packaging
-pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/
-pip install insightface
-pip install basicsr
-pip install xformers --index-url https://download.pytorch.org/whl/cu121
+
+if [ -f ${SD02_DIR}/requirements.txt ]; then
+    pip install -r ${SD02_DIR}/requirements.txt
+fi
+
+
+#pip install coloredlogs flatbuffers numpy packaging protobuf==3.20.3 sympy
+#pip install packaging
+#pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/
+#pip install insightface
+#pip install basicsr
+#pip install xformers --index-url https://download.pytorch.org/whl/cu121
 
 # Merge Models, vae, lora, and hypernetworks, and outputs
 # Ignore move errors if they occur
diff --git a/02.sh b/02.sh
index b49c8fc..2c07420 100755
--- a/02.sh
+++ b/02.sh
@@ -32,22 +32,28 @@ fi
 source activate ${SD02_DIR}/conda-env
 conda install -n base conda-libmamba-solver -y
 conda install -c conda-forge python=3.11 pip gcc gxx libcurand --solver=libmamba -y
+#conda install pytorch==2.3.0 torchvision==0.18.0 torchaudio==2.3.0 pytorch-cuda=12.1 -c pytorch -c nvidia --solver=libmamba -y
 
 #copy default parameters if absent
 if [ ! -f "$SD02_DIR/parameters.txt" ]; then
     cp -v "/opt/sd-install/parameters/02.txt" "$SD02_DIR/parameters.txt"
 fi
 
-# install dependencies
+# install custom requirements
 pip install --upgrade pip
-pip install coloredlogs flatbuffers numpy packaging protobuf==3.20.3 sympy
-pip install packaging
-pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/
-pip install insightface
-pip install basicsr
-pip install xformers --index-url https://download.pytorch.org/whl/cu121
-pip install albumentations==1.4.3
-pip install pydantic==1.10.15
+
+if [ -f ${SD02_DIR}/requirements.txt ]; then
+    pip install -r ${SD02_DIR}/requirements.txt
+fi
+
+#pip install coloredlogs flatbuffers numpy packaging protobuf==3.20.3 sympy
+#pip install packaging
+#pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/
+#pip install insightface
+#pip install basicsr
+#pip install xformers --index-url https://download.pytorch.org/whl/cu121
+#pip install albumentations==1.4.3
+#pip install pydantic==1.10.15
 
 
 # Merge Models, vae, lora, and hypernetworks, and outputs
diff --git a/03.sh b/03.sh
index 75fe69f..ab73140 100755
--- a/03.sh
+++ b/03.sh
@@ -46,6 +46,13 @@ fi
 pip install --use-pep517 --upgrade InvokeAI
 #invokeai-configure --yes --root ${SD03_DIR}/invokeai --skip-sd-weights
 
+# install custom requirements
+pip install --upgrade pip
+
+if [ -f ${SD03_DIR}/requirements.txt ]; then
+    pip install -r ${SD03_DIR}/requirements.txt
+fi
+
 # launch WebUI
 invokeai-web --config ${SD03_DIR}/config.yaml
 wait 99999
\ No newline at end of file
diff --git a/04.sh b/04.sh
index e0fdbb1..4db2710 100755
--- a/04.sh
+++ b/04.sh
@@ -40,15 +40,20 @@ if [ ! -d ${SD04_DIR}/webui/venv ]; then
     python -m venv venv
 fi
 
-# install dependencies
+# install custom requirements
     cd ${SD04_DIR}/webui
     source venv/bin/activate
     pip install --upgrade pip
-    pip install coloredlogs flatbuffers numpy packaging protobuf==3.20.3 sympy
-    pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/
-    pip install insightface
-    pip install basicsr
-    pip install sqlalchemy
+
+    if [ -f ${SD04_DIR}/requirements.txt ]; then
+        pip install -r ${SD04_DIR}/requirements.txt
+    fi
+
+#    pip install coloredlogs flatbuffers numpy packaging protobuf==3.20.3 sympy
+#    pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/
+#    pip install insightface
+#    pip install basicsr
+#    pip install sqlalchemy
     deactivate
 
 #copy default parameters if absent
diff --git a/05.sh b/05.sh
index 1cc7cc0..c4b05ae 100755
--- a/05.sh
+++ b/05.sh
@@ -43,10 +43,17 @@ source activate ${SD05_DIR}/env
 conda install -n base conda-libmamba-solver -y
 conda install -c conda-forge git python=3.11 pip gxx libcurand --solver=libmamba -y
 conda install -c nvidia cuda-cudart --solver=libmamba -y
-pip install onnxruntime-gpu
-pip install insightface torch torchvision
-
-install_requirements ${SD05_DIR}/ComfyUI/custom_nodes
+#pip install onnxruntime-gpu
+#pip install insightface torch>=2.2.2 torchvision opencv-python-headless>=4.9.0.80 huggingface-hub>=0.20.2 numpy>=1.24.4
+
+#Install custom nodes dependencies if a clean Venv has been done
+if [ "$active_clean" = "1" ]; then
+    echo "-------------------------------------"
+    echo "Install Custom Nodes Dependencies"
+    install_requirements ${SD05_DIR}/ComfyUI/custom_nodes
+    echo "Done!"
+    echo -e "-------------------------------------\n"
+fi
 
 #clean old venv if it still exists
 if [ -d ${SD05_DIR}/venv ]; then
@@ -69,8 +76,14 @@ sl_folder ${SD05_DIR}/ComfyUI/models controlnet ${BASE_DIR}/models controlnet
 
 #install requirements
 cd ${SD05_DIR}/ComfyUI
+pip install --upgrade pip
 pip install -r requirements.txt
 
+if [ -f ${SD05_DIR}/requirements.txt ]; then
+    pip install -r ${SD05_DIR}/requirements.txt
+fi
+
+
 #run webui
 CMD="python3 main.py"
 while IFS= read -r param; do
diff --git a/06.sh b/06.sh
index 78d92f5..5487058 100755
--- a/06.sh
+++ b/06.sh
@@ -54,6 +54,9 @@ sl_folder ${SD06_DIR}/Fooocus outputs ${BASE_DIR}/outputs 06-Fooocus
 #install requirements
 cd ${SD06_DIR}/Fooocus
 pip install -r requirements_versions.txt
+if [ -f ${SD06_DIR}/requirements.txt ]; then
+    pip install -r ${SD06_DIR}/requirements.txt
+fi
 
 #Launch webUI
 CMD="python launch.py"
diff --git a/07.sh b/07.sh
index 1e49c0d..6ed4dbe 100755
--- a/07.sh
+++ b/07.sh
@@ -2,10 +2,10 @@
 source /functions.sh
 
 export PATH="/home/abc/miniconda3/bin:$PATH"
-export SD07_DIR=${BASE_DIR}/07-StableSwarm
+export SD07_DIR=${BASE_DIR}/07-SwarmUI
 
 mkdir -p ${SD07_DIR}
-mkdir -p /config/outputs/07-StableSwarm
+mkdir -p /config/outputs/07-SwarmUI
 
 #remove old venv if still exists
 if [ -d ${SD07_DIR}/venv ]; then
@@ -18,12 +18,12 @@ if [ ! -f "$SD07_DIR/parameters.txt" ]; then
 fi
 
 #clone repository if new install
-if [ ! -d ${SD07_DIR}/StableSwarmUI ]; then
-    cd "${SD07_DIR}" && git clone https://github.com/Stability-AI/StableSwarmUI.git
+if [ ! -d ${SD07_DIR}/SwarmUI ]; then
+    cd "${SD07_DIR}" && git clone https://github.com/mcmonkeyprojects/SwarmUI.git
 fi
 
 # check if remote is ahead of local
-cd ${SD07_DIR}/StableSwarmUI
+cd ${SD07_DIR}/SwarmUI
 check_remote
 
 #clean conda env if needed
@@ -40,19 +40,26 @@ conda install -n base conda-libmamba-solver -y
 conda install -c conda-forge git python=3.11 pip --solver=libmamba -y
 
 #move models to common folder and create symlinks
-mkdir -p ${SD07_DIR}/StableSwarmUI/Models
+mkdir -p ${SD07_DIR}/SwarmUI/Models
 
-sl_folder ${SD07_DIR}/StableSwarmUI/Models Stable-Diffusion ${BASE_DIR}/models stable-diffusion
-sl_folder ${SD07_DIR}/StableSwarmUI/Models Lora ${BASE_DIR}/models lora
-sl_folder ${SD07_DIR}/StableSwarmUI/Models VAE ${BASE_DIR}/models vae
-sl_folder ${SD07_DIR}/StableSwarmUI/Models Embeddings ${BASE_DIR}/models embeddings
-sl_folder ${SD07_DIR}/StableSwarmUI/Models clip_vision ${BASE_DIR}/models clip_vision
-sl_folder ${SD07_DIR}/StableSwarmUI/Models controlnet ${BASE_DIR}/models controlnet
+sl_folder ${SD07_DIR}/SwarmUI/Models Stable-Diffusion ${BASE_DIR}/models stable-diffusion
+sl_folder ${SD07_DIR}/SwarmUI/Models Lora ${BASE_DIR}/models lora
+sl_folder ${SD07_DIR}/SwarmUI/Models VAE ${BASE_DIR}/models vae
+sl_folder ${SD07_DIR}/SwarmUI/Models Embeddings ${BASE_DIR}/models embeddings
+sl_folder ${SD07_DIR}/SwarmUI/Models clip_vision ${BASE_DIR}/models clip_vision
+sl_folder ${SD07_DIR}/SwarmUI/Models controlnet ${BASE_DIR}/models controlnet
 
-sl_folder ${SD07_DIR}/StableSwarmUI Output ${BASE_DIR}/outputs 07-StableSwarm
+sl_folder ${SD07_DIR}/SwarmUI Output ${BASE_DIR}/outputs 07-Swarm
 
-#launch Stable Swarm
-cd ${SD07_DIR}/StableSwarmUI
+# install dependencies
+pip install --upgrade pip
+
+if [ -f ${SD07_DIR}/requirements.txt ]; then
+    pip install -r ${SD07_DIR}/requirements.txt
+fi
+
+#launch SwarmUI
+cd ${SD07_DIR}/SwarmUI
 CMD="./launch-linux.sh"
 while IFS= read -r param; do
     if [[ $param != \#* ]]; then
diff --git a/50.sh b/50.sh
index 4edd25f..9eb2de9 100755
--- a/50.sh
+++ b/50.sh
@@ -20,9 +20,15 @@ if [ ! -f "$SD50_DIR/parameters.txt" ]; then
 fi
 
 cd ${SD50_DIR}/IOPaint
-#pip install -r requirements.txt
 
-pip3 install iopaint
+pip3 install --upgrade iopaint
+
+# install custom requirements
+pip install --upgrade pip
+
+if [ -f ${SD50_DIR}/requirements.txt ]; then
+    pip install -r ${SD50_DIR}/requirements.txt
+fi
 
 CMD="iopaint start"
 while IFS= read -r param; do
diff --git a/51.sh b/51.sh
index 8a53ceb..4eafa07 100755
--- a/51.sh
+++ b/51.sh
@@ -32,6 +32,15 @@ conda install -c conda-forge git python=3.11 pip gxx ffmpeg --solver=libmamba -y
  
  cd ${SD51_DIR}/facefusion 
  pip install -r requirements.txt 
+ 
+ # install custom requirements
+  pip install --upgrade pip
+
+  if [ -f ${SD51_DIR}/requirements.txt ]; then
+    pip install -r ${SD51_DIR}/requirements.txt
+  fi
+
+  
  export GRADIO_SERVER_NAME=0.0.0.0 
  export GRADIO_SERVER_PORT=9000 
  CMD="python3 run.py"; while IFS= read -r param; do if [[ $param != \#* ]]; then CMD+=" ${param}"; fi; done < "${SD51_DIR}/parameters.txt"; eval $CMD
diff --git a/70.sh b/70.sh
index 90dde6f..c029367 100755
--- a/70.sh
+++ b/70.sh
@@ -37,6 +37,11 @@ cd ${SD70_DIR}/kohya_ss
 python ./setup/setup_linux.py
 cd ${SD70_DIR}/kohya_ss
 
+# install custom requirements
+if [ -f ${SD70_DIR}/requirements.txt ]; then
+    pip install -r ${SD70_DIR}/requirements.txt
+fi
+
 #launch Kohya
 echo LAUNCHING KOHYA_SS !
 CMD="python kohya_gui.py"; while IFS= read -r param; do if [[ $param != \#* ]]; then CMD+=" ${param}"; fi; done < "${SD70_DIR}/parameters.txt"; eval $CMD
diff --git a/README.md b/README.md
index f3a7bca..9047b05 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ Please consult each respective website for a comprehensive description and usage
 | 04    | SD.Next           | This project started as a fork from Automatic1111 WebUI and it grew significantly                                                            | https://github.com/vladmandic/automatic                 |
 | 05    | ComfyUI           | A powerful and modular stable diffusion GUI and backend                                                                                      | https://github.com/comfyanonymous/ComfyUI               |
 | 06    | Fooocus           | Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs                                                                         | https://github.com/lllyasviel/Fooocus                   |
-| 07    | StableSwarm       | A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility. | https://github.com/Stability-AI/StableSwarmUI           |
+| 07    | SwarmUI       | A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility. | https://github.com/mcmonkeyprojects/SwarmUI           |
 | 50    | Lama Cleaner      | A free and open-source inpainting tool powered by SOTA AI model.                                                                             | https://github.com/Sanster/lama-cleaner                 |
 | 51    | FaceFusion        | Next generation face swapper and enhancer                                                                                                    | https://github.com/facefusion/facefusion                |
 | 70    | Kohya             | Kohya's GUI provides a Windows-focused Gradio GUI for Kohya's Stable Diffusion trainers                                                      | https://github.com/bmaltais/kohya_ss                    |
@@ -36,7 +36,7 @@ docker compose --profile invoke-ai up         # http://<server_ip>:9003
 docker compose --profile sd-next up           # http://<server_ip>:9004
 docker compose --profile comfy-ui up          # http://<server_ip>:9005
 docker compose --profile fooocus up           # http://<server_ip>:9006
-docker compose --profile stable-swarm up      # http://<server_ip>:9007
+docker compose --profile swarmui up           # http://<server_ip>:9007
 docker compose --profile lama-cleaner up      # http://<server_ip>:9050
 docker compose --profile face-fusion up       # http://<server_ip>:9051
 docker compose --profile kohya up             # http://<server_ip>:9070
@@ -72,7 +72,7 @@ make start invoke-ai         # http://<server_ip>:9003
 make start sd-next           # http://<server_ip>:9004
 make start comfy-ui          # http://<server_ip>:9005
 make start fooocus           # http://<server_ip>:9006
-make start stable-swarm      # http://<server_ip>:9007
+make start swarmui           # http://<server_ip>:9007
 make start lama-cleaner      # http://<server_ip>:9050
 make start face-fusion       # http://<server_ip>:9051
 make start kohya             # http://<server_ip>:9070
diff --git a/docker-compose.yml b/docker-compose.yml
index 2a2680d..d977aeb 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -81,15 +81,15 @@ services:
     ports:
       - ${FOOOCUS_PORT:-9006}:9000/tcp
 
-  stable-diffusion-stable-swarm:
+  stable-diffusion-swarmui:
     <<: *default-service
-    profiles: [stable-swarm]
-    container_name: stable-diffusion-stable-swarm
+    profiles: [swarmui]
+    container_name: stable-diffusion-swarmui
     environment:
       <<: *default-environment
       WEBUI_VERSION: '07'
     ports:
-      - ${STABLE_SWARM_PORT:-9007}:9000/tcp
+      - ${SWARMUI_PORT:-9007}:9000/tcp
 
   stable-diffusion-lama-cleaner:
     <<: *default-service
diff --git a/functions.sh b/functions.sh
index 2fa2362..3e6aef5 100644
--- a/functions.sh
+++ b/functions.sh
@@ -55,6 +55,23 @@ fi
 }
 
 # Fonction récursive pour installer les requirements.txt
+#install_requirements() {
+#    local directory="$1"
+#    local requirements_file="$directory/requirements.txt"
+
+#    if [ -f "$requirements_file" ]; then
+#        echo "Installation des dépendances dans $directory ..."
+#        pip install -r "$requirements_file"
+#        echo "Dépendances installées avec succès dans $directory."
+#    fi
+
+#    # Parcours récursif des sous-dossiers
+#    for subdir in "$directory"/*; do
+#        if [ -d "$subdir" ]; then
+#            install_requirements "$subdir"
+#        fi
+#    done
+#}
 install_requirements() {
     local directory="$1"
     local requirements_file="$directory/requirements.txt"
@@ -65,10 +82,15 @@ install_requirements() {
         echo "Dépendances installées avec succès dans $directory."
     fi
 
-    # Parcours récursif des sous-dossiers
+    # Parcours des sous-dossiers du premier niveau uniquement
     for subdir in "$directory"/*; do
         if [ -d "$subdir" ]; then
-            install_requirements "$subdir"
+            local subdir_requirements_file="$subdir/requirements.txt"
+            if [ -f "$subdir_requirements_file" ]; then
+                echo "Installation des dépendances dans $subdir ..."
+                pip install -r "$subdir_requirements_file"
+                echo "Dépendances installées avec succès dans $subdir."
+            fi
         fi
     done
-}
\ No newline at end of file
+}