diff --git a/ai/nvidia-driver-install.sh b/ai/nvidia-driver-install.sh
new file mode 100644
index 0000000..d5a761c
--- /dev/null
+++ b/ai/nvidia-driver-install.sh
@@ -0,0 +1,15 @@
+sudo apt-get install -y linux-headers-$(uname -r)
+# for TCMalloc (improves CPU memory usage)
+sudo apt install -y libgoogle-perftools-dev
+
+
+wget https://us.download.nvidia.com/XFree86/Linux-x86_64/535.86.05/NVIDIA-Linux-x86_64-535.86.05.run
+
+chmod +x NVIDIA-Linux-x86_64-535.86.05.run
+
+sudo ./NVIDIA-Linux-x86_64-535.86.05.run
+
+# disable nuveau drivers
+# needs reboot
+
+# ? install pkg-config
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diff --git a/ai/stable-diffusion.sh b/ai/stable-diffusion.sh
new file mode 100644
index 0000000..e5a7119
--- /dev/null
+++ b/ai/stable-diffusion.sh
@@ -0,0 +1,76 @@
+Got a fresh instance of the https://github.com/AUTOMATIC1111/stable-diffusion-webui for logo design experiments at: https://stablediffusion.diynodes.com/
+To generate .svg files - choose the script `Vector Studio` on the bottom.
+more info at: https://github.com/GeorgLegato/stable-diffusion-webui-vectorstudio
+Promting it is a bit of an art, but go ahead and play until my disk is full or the server crashes.
+
+sudo adduser --disabled-password --gecos "" sd
+sudo su - sd
+
+cd download
+git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui
+cd stable-diffusion-webui
+./webui.sh
+
+https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Xformers#building-xformers-on-linux-from-anonymous-user
+
+# REVERSE PROXY
+sudo nano /etc/nginx/conf.d/stablediffusionwebui.conf
+
+server {
+    listen 0.0.0.0:7861;
+
+    location / {
+        proxy_pass http://127.0.0.1:7860;
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade $http_upgrade;
+        proxy_set_header Connection "upgrade";
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+    }
+}
+
+sudo nginx -t && sudo systemctl restart nginx
+
+# SYSTEMD SERVICE
+sudo systemctl edit --full --force stablediffusionwebui.service
+[Unit]
+Description=Web UI script
+
+[Service]
+Type=simple
+User=sd
+Group=sd
+WorkingDirectory=/home/sd/stable-diffusion-webui
+ExecStart=/bin/bash /home/sd/stable-diffusion-webui/webui.sh
+Restart=always
+StandardOutput=journal
+StandardError=journal
+TimeoutSec=60
+Restart=always
+RestartSec=60
+
+# Hardening measures
+PrivateTmp=true
+ProtectSystem=full
+NoNewPrivileges=true
+# PrivateDevices=true - breaks CUDA check
+
+[Install]
+WantedBy=multi-user.target
+
+sudo systemctl enable --now stablediffusionwebui.service
+
+sudo systemctl restart stablediffusionwebui.service
+
+
+https://github.com/GeorgLegato/stable-diffusion-webui-vectorstudio
+sudo apt install potrace
+ln -s /usr/bin/potrace extensions/stable-diffusion-webui-vectorstudio/bin/potrace
+
+nano webui-user.sh
+export COMMANDLINE_ARGS="--xformers --share"
+
+
+tmux a
+~/download/stable-diffusion-webui/webui.sh
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