fix vulkan 4gb limit

active/device_framework_desktop/framework_desktop.md

@@ -7,6 +7,7 @@
     - [Volume Locations](#volume-locations)
   - [Setup](#setup)
     - [Create the AI user](#create-the-ai-user)
+    - [Helper aliases](#helper-aliases)
     - [Create the models dir](#create-the-models-dir)
     - [Install the Hugging Face CLI](#install-the-hugging-face-cli)
     - [Download models](#download-models)
@@ -53,7 +54,9 @@ mkdir -p ~/.config/containers/systemd/
 
 Models are big. You'll want some tools to help find large files quickly when space runs out.
 
-Add this to your .bashrc:
+### Helper aliases
+
+Add these to your .bashrc:
 
 ```bash
 # Calculate all folder sizes in current dir 
@@ -61,6 +64,16 @@ alias {dudir,dud}='du -h --max-depth 1 | sort -h'
 
 # Calculate all file sizes in current dir
 alias {dufile,duf}='ls -lhSr'
+
+# Restart llama-server / follow logs
+alias llama-reload="systemctl --user daemon-reload && systemctl --user restart llama-server.service"
+alias llama-logs="journalctl --user -fu llama-server"
+
+# Restart stable diffusion gen and edit server / follow logs
+alias sd-gen-reload='systemctl --user daemon-reload && systemctl --user restart stable-diffusion-gen-server'
+alias sd-gen-logs='journalctl --user -xeu stable-diffusion-gen-server'
+alias sd-edit-reload='systemctl --user daemon-reload && systemctl --user restart stable-diffusion-edit-server'
+alias sd-edit-logs='journalctl --user -xeu stable-diffusion-edit-server'
 ```
 
 ### Create the models dir
@@ -109,6 +122,10 @@ hf download --local-dir /home/ai/models/text/devstral-small-2-24b unsloth/Devstr
 mkdir /home/ai/models/text/ministral-3-14b
 hf download --local-dir /home/ai/models/text/ministral-3-14b ggml-org/Ministral-3-14B-Reasoning-2512-GGUF
 
+# ministral-3-3b-instruct
+mkdir /home/ai/models/text/ministral-3-3b-instruct
+hf download --local-dir /home/ai/models/text/ministral-3-3b-instruct ggml-org/Ministral-3-3B-Instruct-2512-GGUF
+
 # nemotron-nano-30b
 mkdir /home/ai/models/text/nemotron-nano-30b
 hf download --local-dir /home/ai/models/text/nemotron-nano-30b ggml-org/Nemotron-Nano-3-30B-A3B-GGUF Nemotron-Nano-3-30B-A3B-Q4_K_M.gguf
@@ -116,6 +133,21 @@ hf download --local-dir /home/ai/models/text/nemotron-nano-30b ggml-org/Nemotron
 
 #### Image models
 
+```bash
+# z-turbo
+mkdir /home/ai/models/image/z-turbo
+hf download --local-dir /home/ai/models/image/z-turbo QuantStack/FLUX.1-Kontext-dev-GGUF flux1-kontext-dev-Q4_K_M.gguf
+hf download --local-dir /home/ai/models/image/z-turbo black-forest-labs/FLUX.1-schnell ae.safetensors
+hf download --local-dir /home/ai/models/image/z-turbo unsloth/Qwen3-4B-Instruct-2507-GGUF Qwen3-4B-Instruct-2507-Q4_K_M.gguf
+
+# flux-1-kontext
+mkdir /home/ai/models/image/flux-1-kontext
+hf download --local-dir /home/ai/models/image/flux-1-kontext leejet/Z-Image-Turbo-GGUF z_image_turbo-Q4_K.gguf
+hf download --local-dir /home/ai/models/image/flux-1-kontext black-forest-labs/FLUX.1-dev ae.safetensors
+hf download --local-dir /home/ai/models/image/flux-1-kontext comfyanonymous/flux_text_encoders clip_l.safetensors
+hf download --local-dir /home/ai/models/image/flux-1-kontext comfyanonymous/flux_text_encoders t5xxl_fp16.safetensors
+```
+
 ### Create the systemd-ai pod
 
 You'll at least want the ai pod and network. Copy `ai.pod` and `ai.network` out
@@ -132,7 +164,9 @@ Then run `systemctl --user daemon-reload && systemctl --user start ai-pod`
 git clone https://github.com/ggml-org/llama.cpp.git
 cd llama.cpp
 export BUILD_TAG=$(date +"%Y-%m-%d-%H-%M-%S")
-podman build -t llama-cpp-vulkan:${BUILD_TAG} -t llama-cpp-vulkan:latest -f .devops/vulkan.Dockerfile .
+
+# Vulkan
+podman build -f .devops/vulkan.Dockerfile -t llama-cpp-vulkan:${BUILD_TAG} -t llama-cpp-vulkan:latest .
 
 # Run llama server (Available on port 8000)
 # Add `--n-cpu-moe 32` to gpt-oss-120b to keep minimal number of expert in GPU
@@ -145,9 +179,9 @@ podman run \
 -v /home/ai/models/text:/models:z \
 localhost/llama-cpp-vulkan:2026-01-19-18-00-02 \
 --port 8000 \
--c 0 \
--b 2048 \
--ub 2048 \
+-c 64000 \
+-b 64000 \
+-ub 500 \
 --perf \
 --n-gpu-layers all \
 --jinja \
@@ -166,6 +200,8 @@ git clone https://github.com/leejet/stable-diffusion.cpp.git
 cd stable-diffusion.cpp
 git submodule update --init --recursive
 export BUILD_TAG=$(date +"%Y-%m-%d-%H-%M-%S")
+
+# Vulkan
 podman build -f Dockerfile.vulkan -t stable-diffusion-cpp:${BUILD_TAG} -t stable-diffusion-cpp:latest .
 ```
 
@@ -204,12 +240,14 @@ localhost/stable-diffusion-cpp:latest \
 --cfg-scale 1.0 \
 --sampling-method euler \
 --seed -1 \
---steps 20 \
--H 1024 \
--W 1024 \
+--steps 28 \
+--vae-conv-direct \
+-v \
+-H 512 \
+-W 512 \
+-o /output/output.png \
 -r /output/everquest_logo.png \
--p "change 'EverQuest' to 'EverSteak'" \
--o /output/output.png
+-p "Add the text 'EverQuest'"
 ```
 
 ## open-webui