diff --git a/lmstudio/dockerfile b/lmstudio/dockerfile
index 116f4b2..a0ad78d 100644
--- a/lmstudio/dockerfile
+++ b/lmstudio/dockerfile
@@ -1,3 +1,4 @@
+#FROM ollama/ollama 
 FROM ubuntu:20.04
 
 # Avoid prompts from apt during build
@@ -12,6 +13,7 @@ RUN apt-get update && apt-get install -y \
 # Create the /app directory to hold the application
 WORKDIR /app
 
+
 # https://medium.com/@renswunnink/why-i-love-appimage-for-linux-distros-924769510ec5
 RUN wget -O lmstudio.AppImage "https://releases.lmstudio.ai/linux/0.2.18/beta/LM_Studio-0.2.18.AppImage" && \
     chmod u+x lmstudio.AppImage && \
@@ -19,13 +21,52 @@ RUN wget -O lmstudio.AppImage "https://releases.lmstudio.ai/linux/0.2.18/beta/LM
     rm lmstudio.AppImage && \
     mv squashfs-root lmstudio
 
+# or adddependencies on another layer
+RUN  apt-get update &&  apt-get install -y \
+    dbus pciutils  \
+    libglib2.0-0 \
+    libnss3 \
+    libgbm1 \
+    libxshmfence1 \
+    libgl1-mesa-glx \
+    libegl1-mesa \
+    libatk1.0-0 \ 
+    libatk-bridge2.0-0 \  
+    libgtk-3-0 \ 
+    libasound2 
+
 # Setup a virtual display environment with XVFB
-ENV DISPLAY=:99
 RUN Xvfb :99 -screen 0 1024x768x16 &
+ENV DISPLAY=:99
 EXPOSE 8080
 
+RUN ln -s /app/lmstudio/lm-studio /lm-studio
+
+#? RUN chmod +x /app/lmstudio/AppRun
+# Create a startup script to run Xvfb and your application
+RUN echo '#!/bin/bash\n\
+Xvfb :99 -screen 0 1024x768x16 &\n\
+export DISPLAY=:99\n\
+# Your application start command goes here\n\
+exec /app/lmstudio/AppRun --no-sandbox\n\
+' > /start-app.sh && chmod +x /start-app.sh
+CMD ["/start-app.sh"]
+
+#> apt-get update && apt-get install -y git x11vnc
+#> git clone https://github.com/novnc/noVNC.git /opt/noVNC
+
+
+
 # Run LM Studio (assumes LM Studio can be run headlessly or in a server mode)
-CMD ["./lmstudio/AppRun"]
+#CMD ["./lmstudio/AppRun"]
+#CMD ["./lmstudio/AppRun", "--no-sandbox"]
+#CMD ["/bin/bash"] # interactive shell
+
 
 # build: docker build -t llmstudio .
 #   run: docker run (-dit) -p 8980:8080 llmstudio
+#  docker build -t llmstudio . &&  docker run -it -p 8980:8080 llmstudio
+
+# docker run --runtime=nvidia -e NVIDIA_VISIBLE_DEVICES=all -it llmstudio
+# docker build -t llmstudio . &&  docker run -dit -p 8980:8080 --volume /var/run/dbus:/var/run/dbus llmstudio
+# docker build -t llmstudio . &&  docker run -it -p 8980:8080 --volume /var/run/dbus:/var/run/dbus --runtime=nvidia -e NVIDIA_VISIBLE_DEVICES=all --security-opt apparmor=unconfined llmstudio