diff --git a/02.forge.sh b/02.forge.sh
new file mode 100644
index 0000000..43578bc
--- /dev/null
+++ b/02.forge.sh
@@ -0,0 +1,86 @@
+#!/bin/bash
+source /sl_folder.sh
+
+export PATH="/home/abc/miniconda3/bin:$PATH"
+export active_clean=0
+
+# disable the use of a python venv
+export venv_dir="-"
+
+# Install or update Stable-Diffusion-WebUI
+mkdir -p ${SD02_DIR}
+
+if [ ! -d ${SD02_DIR}/conda-env ]; then
+    conda create -p ${SD02_DIR}/conda-env -y
+fi
+
+source activate ${SD02_DIR}/conda-env
+conda install -n base conda-libmamba-solver -y
+conda install -c git python=3.11 pip --solver=libmamba -y
+
+if [ ! -d ${SD02_DIR}/forge ]; then
+    git clone https://github.com/lllyasviel/stable-diffusion-webui-forge.git ${SD02_DIR}/forge
+fi
+
+cd ${SD02_DIR}/forge
+
+# check if remote is ahead of local
+# https://stackoverflow.com/a/25109122/1469797
+if [ "$CLEAN_ENV" != "true" ] && [ $(git rev-parse HEAD) = $(git ls-remote $(git rev-parse --abbrev-ref @{u} | \
+sed 's/\// /g') | cut -f1) ]; then
+    echo "Local branch up-to-date, keeping existing venv"
+    else
+        if [ "$CLEAN_ENV" = "true" ]; then
+        echo "Forced wiping venv for clean packages install"
+        else
+        echo "Remote branch is ahead. Wiping venv for clean packages install"
+        fi
+    export active_clean=1
+    git pull -X ours
+fi
+
+#clean conda env
+if [ "$active_clean" = "1" ]; then
+    conda deactivate
+    conda remove -p ${SD02_DIR}/conda-env --all -y
+    conda create -p ${SD02_DIR}/conda-env -y
+    source activate ${SD02_DIR}/conda-env
+fi
+conda install -c conda-forge git python=3.11 pip gcc gxx libcurand --solver=libmamba -y
+
+if [ ! -f "$SD02_DIR/parameters.forge.txt" ]; then
+    cp -v "/opt/sd-install/parameters/02.forge.txt" "$SD02_DIR/parameters.forge.txt"
+fi
+
+pip install --upgrade pip
+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 protobuf==3.20.3
+
+# Merge Models, vae, lora, and hypernetworks, and outputs
+# Ignore move errors if they occur
+sl_folder ${SD02_DIR}/forge/models Stable-diffusion ${BASE_DIR}/models stable-diffusion
+sl_folder ${SD02_DIR}/forge/models hypernetworks ${BASE_DIR}/models hypernetwork
+sl_folder ${SD02_DIR}/forge/models Lora ${BASE_DIR}/models lora
+sl_folder ${SD02_DIR}/forge/models VAE ${BASE_DIR}/models vae
+sl_folder ${SD02_DIR}/forge embeddings ${BASE_DIR}/models embeddings
+sl_folder ${SD02_DIR}/forge/models ESRGAN ${BASE_DIR}/models upscale
+sl_folder ${SD02_DIR}/forge/models BLIP ${BASE_DIR}/models blip
+sl_folder ${SD02_DIR}/forge/models Codeformer ${BASE_DIR}/models codeformer
+sl_folder ${SD02_DIR}/forge/models GFPGAN ${BASE_DIR}/models gfpgan
+sl_folder ${SD02_DIR}/forge/models LDSR ${BASE_DIR}/models ldsr
+sl_folder ${SD02_DIR}/forge/models ControlNet ${BASE_DIR}/models controlnet
+
+sl_folder ${SD02_DIR}/forge output ${BASE_DIR}/outputs 02-sd-webui
+
+echo "Run Stable-Diffusion-WebUI-forge"
+cd ${SD02_DIR}/forge
+CMD="bash webui.sh"
+while IFS= read -r param; do
+    if [[ $param != \#* ]]; then
+        CMD+=" ${param}"
+    fi
+done < "${SD02_DIR}/parameters.forge.txt"
+eval $CMD
diff --git a/02.sh b/02.sh
index d9e7334..a0d1402 100755
--- a/02.sh
+++ b/02.sh
@@ -2,21 +2,21 @@
 source /sl_folder.sh
 
 export PATH="/home/abc/miniconda3/bin:$PATH"
+export active_clean=0
 
-export use_venv=1
+# disable the use of a python venv
+export venv_dir="-"
 
 # Install or update Stable-Diffusion-WebUI
 mkdir -p ${SD02_DIR}
 
-if [ ! -d ${SD02_DIR}/env ]; then
-    conda create -p ${SD02_DIR}/env -y
+if [ ! -d ${SD02_DIR}/conda-env ]; then
+    conda create -p ${SD02_DIR}/conda-env -y
 fi
 
-source activate ${SD02_DIR}/env
+source activate ${SD02_DIR}/conda-env
 conda install -n base conda-libmamba-solver -y
-conda install -c conda-forge git python=3.11 pip gcc gxx libcurand --solver=libmamba -y
-
-
+conda install -c git python=3.11 pip --solver=libmamba -y
 
 if [ ! -d ${SD02_DIR}/webui ]; then
     git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui ${SD02_DIR}/webui
@@ -24,40 +24,40 @@ fi
 
 cd ${SD02_DIR}/webui
 
-if [ -d "${SD02_DIR}/webui/venv" ]; then
-    # check if remote is ahead of local
-    # https://stackoverflow.com/a/25109122/1469797
-    if [ "$CLEAN_ENV" != "true" ] && [ $(git rev-parse HEAD) = $(git ls-remote $(git rev-parse --abbrev-ref @{u} | \
-    sed 's/\// /g') | cut -f1) ]; then
-         echo "Local branch up-to-date, keeping existing venv"
-      else
+# check if remote is ahead of local
+# https://stackoverflow.com/a/25109122/1469797
+if [ "$CLEAN_ENV" != "true" ] && [ $(git rev-parse HEAD) = $(git ls-remote $(git rev-parse --abbrev-ref @{u} | \
+sed 's/\// /g') | cut -f1) ]; then
+    echo "Local branch up-to-date, keeping existing venv"
+    else
         if [ "$CLEAN_ENV" = "true" ]; then
-          echo "Forced wiping venv for clean packages install"
+        echo "Forced wiping venv for clean packages install"
         else
-          echo "Remote branch is ahead. Wiping venv for clean packages install"
+        echo "Remote branch is ahead. Wiping venv for clean packages install"
         fi
-        rm -rf ${SD02_DIR}/webui/venv
-        git pull -X ours
-    fi
+    export active_clean=1
+    git pull -X ours
 fi
 
+#clean conda env
+if [ "$active_clean" = "1" ]; then
+    conda deactivate
+    conda remove -p ${SD02_DIR}/conda-env --all -y
+    conda create -p ${SD02_DIR}/conda-env -y
+    source activate ${SD02_DIR}/conda-env
+fi
+conda install -c conda-forge git python=3.11 pip gcc gxx libcurand --solver=libmamba -y
+
 if [ ! -f "$SD02_DIR/parameters.txt" ]; then
     cp -v "/opt/sd-install/parameters/02.txt" "$SD02_DIR/parameters.txt"
 fi
 
-# Create venv
-if [ ! -d ${SD02_DIR}/webui/venv ]; then
-    cd ${SD02_DIR}/webui
-    python -m venv venv
-    cd ${SD02_DIR}/webui
-    source venv/bin/activate
-    pip install --upgrade pip
-    pip install packaging
-    pip install onnxruntime-gpu
-    pip install insightface 
-    pip install protobuf==3.20.3
-    deactivate
-fi
+pip install --upgrade pip
+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 protobuf==3.20.3
 
 # Merge Models, vae, lora, and hypernetworks, and outputs
 # Ignore move errors if they occur
@@ -71,15 +71,12 @@ sl_folder ${SD02_DIR}/webui/models BLIP ${BASE_DIR}/models blip
 sl_folder ${SD02_DIR}/webui/models Codeformer ${BASE_DIR}/models codeformer
 sl_folder ${SD02_DIR}/webui/models GFPGAN ${BASE_DIR}/models gfpgan
 sl_folder ${SD02_DIR}/webui/models LDSR ${BASE_DIR}/models ldsr
+sl_folder ${SD02_DIR}/webui/models ControlNet ${BASE_DIR}/models controlnet
 
 sl_folder ${SD02_DIR}/webui outputs ${BASE_DIR}/outputs 02-sd-webui
 
 echo "Run Stable-Diffusion-WebUI"
 cd ${SD02_DIR}/webui
-source venv/bin/activate
-export PATH="/config/02-sd-webui/webui/venv/lib/python3.11/site-packages/onnxruntime/capi:$PATH"
-pip install --upgrade pip
-
 CMD="bash webui.sh"
 while IFS= read -r param; do
     if [[ $param != \#* ]]; then
diff --git a/50.sh b/50.sh
index 336eabd..5d834c6 100755
--- a/50.sh
+++ b/50.sh
@@ -3,8 +3,8 @@ source /sl_folder.sh
 
 export PATH="/home/abc/miniconda3/bin:$PATH"
 
-mkdir -p "${SD50_DIR}"
-mkdir -p /config/outputs/50-Lama-cleaner
+mkdir -p "${SD50_DIR}/IOPaint"
+mkdir -p /config/outputs/50-IOPaint
 
 if [ ! -d ${SD50_DIR}/env ]; then
     conda create -p ${SD50_DIR}/env -y
@@ -18,13 +18,13 @@ if [ ! -f "$SD50_DIR/parameters.txt" ]; then
     cp -v "${SD_INSTALL_DIR}/parameters/50.txt" "$SD50_DIR/parameters.txt"
 fi
 
-if [ ! -d ${SD50_DIR}/lama-cleaner ]; then
-    cd "${SD50_DIR}" && git clone https://github.com/Sanster/lama-cleaner
-fi
+#if [ ! -d ${SD50_DIR}/IOPaint ]; then
+#    cd "${SD50_DIR}" && git clone https://github.com/Sanster/IOPaint
+#fi
 
-cd ${SD50_DIR}/lama-cleaner
-git config --global --add safe.directory ${SD50_DIR}/lama_cleaner
-git pull -X ours
+#cd ${SD50_DIR}/IOPaint
+#git config --global --add safe.directory ${SD50_DIR}/lama_cleaner
+#git pull -X ours
 
 # chown -R diffusion:users ${BASE_DIR}
 
@@ -32,10 +32,14 @@ git pull -X ours
 #     su -w SD50_DIR - diffusion -c 'cd ${SD50_DIR} && python3 -m venv venv'
 # fi
 
-cd ${SD50_DIR}/lama-cleaner
-pip install -r requirements.txt
 
-CMD="python main.py"
+cd ${SD50_DIR}/IOPaint
+#pip install -r requirements.txt
+
+pip3 install iopaint
+
+
+CMD="iopaint start"
 while IFS= read -r param; do
     if [[ $param != \#* ]]; then
         CMD+=" ${param}"
diff --git a/Dockerfile b/Dockerfile
index 1a5b8e8..4ddbc3a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ENV BASE_DIR=/config \
     SD07_DIR=/config/07-StableSwarm \
     SD08_DIR=/config/08-voltaML \
     SD20_DIR=/config/20-kubin \
-    SD50_DIR=/config/50-lama-cleaner \
+    SD50_DIR=/config/50-IOPaint \
     SD51_DIR=/config/51-facefusion \
     SD70_DIR=/config/70-kohya \
     XDG_CACHE_HOME=/config/temp
@@ -24,6 +24,7 @@ RUN apt-get update -y -q=2 && \
     apt-get install -y -q=2 curl \
     wget \
     mc \
+    bc \
     nano \
     rsync \
     libgl1-mesa-glx \
diff --git a/entry.sh b/entry.sh
index 7ca8c00..5cd4093 100644
--- a/entry.sh
+++ b/entry.sh
@@ -7,45 +7,8 @@ if [ ! -f "$BASE_DIR/scripts/custom-sample.sh" ]; then
     cp -v "/custom-sample.sh" "$BASE_DIR/scripts/custom-sample.sh"
 fi
 
-case $WEBUI_VERSION in
-  01)
-    . /01.sh
-    ;;
-  02)
-    . /02.sh
-    ;;
-  03)
-    . /03.sh
-    ;;
-  04)
-    . /04.sh
-    ;;
-  05)
-    . /05.sh
-    ;;
-  06)
-    . /06.sh
-    ;;
-  07)
-    . /07.sh
-    ;;
-  08)
-    . /08.sh
-    ;;
-  20)
-    . /20.sh
-    ;;
-  50)
-    . /50.sh
-    ;;
-  51)
-    . /51.sh
-    ;;
-  70)
-    . /70.sh
-    ;;
-  *)
-    . $BASE_DIR/scripts/$WEBUI_VERSION
-    echo error in webui selection variable
-    ;;
-esac
+. /$WEBUI_VERSION.sh
+. /$WEBUI_VERSION
+. $BASE_DIR/scripts/$WEBUI_VERSION
+. $BASE_DIR/scripts/$WEBUI_VERSION.sh 
+echo error in webui selection variable
\ No newline at end of file
diff --git a/parameters/02.forge.txt b/parameters/02.forge.txt
new file mode 100644
index 0000000..32fef65
--- /dev/null
+++ b/parameters/02.forge.txt
@@ -0,0 +1,16 @@
+# Web + Network
+--listen
+--port 9000
+
+# options
+--enable-insecure-extension-access
+--xformers
+--api
+--cuda-malloc
+--cuda-stream
+
+#--no-half-vae
+#--disable-nan-check
+#--update-all-extensions
+#--reinstall-xformers
+#--reinstall-torch  
diff --git a/parameters/02.txt b/parameters/02.txt
index f7a2a25..cd191ee 100644
--- a/parameters/02.txt
+++ b/parameters/02.txt
@@ -12,4 +12,4 @@
 #--disable-nan-check
 #--update-all-extensions
 #--reinstall-xformers
-#--reinstall-torch  
+#--reinstall-torch 
diff --git a/parameters/50.txt b/parameters/50.txt
index ca29ea0..c7d9ba2 100644
--- a/parameters/50.txt
+++ b/parameters/50.txt
@@ -1,10 +1,9 @@
 ##### Web + Network #####
---host 0.0.0.0
---port 9000
+--host=0.0.0.0
+--port=9000
 
 ##### Directories #####
-#--output-dir /config/outputs/50-Lama-Cleaner
 
 ##### Options #####
---device cuda
---enable-xformers
+--device=cuda
+--model=lama
\ No newline at end of file