move ai notes from framework_desktop to software_ai_stack

active/software_ai_stack/quadlets_llama_server/llama-server.container

@@ -0,0 +1,42 @@
+[Unit]
+Description=A Llama CPP Server Running GPT OSS 120b
+
+[Container]
+# Shared AI internal pod
+Pod=ai-internal.pod
+
+# Image is built locally via podman build
+Image=localhost/llama-cpp-vulkan:latest
+
+# Downloaded models volume
+Volume=/home/ai/models/text:/models:z
+
+# GPU Device
+AddDevice=/dev/kfd
+AddDevice=/dev/dri
+
+# Server command
+Exec=--port 8000 \
+    -c 16384 \
+    --perf \
+    --n-gpu-layers all \
+    --jinja \
+    --models-max 1 \
+    --models-dir /models
+
+# Health Check
+HealthCmd=CMD-SHELL curl --fail http://127.0.0.1:8000/props || exit 1
+HealthInterval=10s
+HealthRetries=3
+HealthStartPeriod=10s
+HealthTimeout=30s
+HealthOnFailure=kill
+
+[Service]
+Restart=always
+# Extend Timeout to allow time to pull the image
+TimeoutStartSec=900
+
+[Install]
+# Start by default on boot
+WantedBy=multi-user.target default.target