framework desktop offline ai updates

active/device_framework_desktop/quadlets/stable-diffusion-edit-server.container

@@ -2,8 +2,8 @@
 Description=A Stable Diffusion CPP Server for Editing Images
 
 [Container]
-# Shared AI pod
-Pod=ai.pod
+# Shared AI Internal pod
+Pod=ai-internal.pod
 
 # Vulkan image for AMD GPU
 Image=localhost/stable-diffusion-cpp:latest
@@ -21,16 +21,14 @@ Entrypoint=/sd-server
 # Server args
 Exec=-l 0.0.0.0 \
     --listen-port 1235 \
-    --diffusion-model /models/image/flux-1-kontext/flux1-kontext-dev-Q4_K_M.gguf \
-    --vae /models/image/flux-1-kontext/ae.safetensors \
-    --clip_l /models/image/flux-1-kontext/clip_l.safetensors \
-    --t5xxl /models/image/flux-1-kontext/t5xxl_fp16.safetensors \
+    --diffusion-model /models/image/flux2-klein/flux-2-klein-9b-Q4_0.gguf \
+    --vae /models/image/flux2-klein/ae.safetensors \
+    --llm /models/image/flux2-klein/Qwen3-8B-Q4_K_M.gguf \
     --cfg-scale 1.0 \
     --sampling-method euler \
-    --vae-conv-direct \
-    --seed -1 \
-    --steps 28 \
-    -v
+    -v \
+    --steps 4 \
+    --vae-conv-direct
 
 [Service]
 Restart=always