diff --git a/README.md b/README.md
index 72a6dbe86..6ef82fdb4 100644
--- a/README.md
+++ b/README.md
@@ -77,10 +77,23 @@ Start the server with one of the commands (CPU or GPU):
 ./build/bin/llama-server --model /my_local_files/gguf/Qwen_Qwen3-0.6B-IQ4_NL.gguf --ctx-size 4096 -ngl 999
 ```
 
-That's all! Open [http://127.0.0.1:8080](http://127.0.0.1:8080) in Browser start chatting.
+That's all! Open [http://127.0.0.1:8080](http://127.0.0.1:8080) in Browser and start chatting, or use the available API endpoins in your program/harness.
 
+### Run in Docker or Podman
 
-### [Step by step guide](./docker/README.md) for ik_llama.cpp in podman/docker container including llama-swap
+Pull one of the available images from `ghcr.io`. [View all tags](https://github.com/ikawrakow/ik_llama.cpp/pkgs/container/ik-llama-cpp/versions?filters%5Bversion_type%5D=tagged)
+
+```bash
+docker pull ghcr.io/ikawrakow/ik-llama-cpp:cpu-swap
+docker pull ghcr.io/ikawrakow/ik-llama-cpp:cpu-server
+docker pull ghcr.io/ikawrakow/ik-llama-cpp:cpu-full
+
+docker pull ghcr.io/ikawrakow/ik-llama-cpp:cu12-swap
+docker pull ghcr.io/ikawrakow/ik-llama-cpp:cu12-server
+docker pull ghcr.io/ikawrakow/ik-llama-cpp:cu12-full
+```
+
+Check [Step by step guide](./docker/README.md) for image customization and other details.
 
 ### [Common parameters and options](./docs/parameters.md)
 
diff --git a/docker/ik_llama-cpu.Containerfile b/docker/ik_llama-cpu.Containerfile
index 87d90f128..d456014fa 100644
--- a/docker/ik_llama-cpu.Containerfile
+++ b/docker/ik_llama-cpu.Containerfile
@@ -84,11 +84,11 @@ ENTRYPOINT [ "/app/llama-server" ]
 # Stage 5: Swap
 FROM server AS swap
 ARG LS_REPO=mostlygeek/llama-swap
-ARG LS_VER=199
+ARG LS_VER=239
 RUN curl -sSL "https://github.com/${LS_REPO}/releases/download/v${LS_VER}/llama-swap_${LS_VER}_linux_amd64.tar.gz" \
     | tar -xz
 
 COPY --from=build /app/docker/ik_llama-cpu-swap.config.yaml /app/config.yaml
 HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
     CMD [ "curl", "-f", "http://localhost:8080"]
-ENTRYPOINT [ "/app/llama-swap", "-config", "/app/config.yaml" ]
\ No newline at end of file
+ENTRYPOINT [ "/app/llama-swap", "-config", "/app/config.yaml" ]
diff --git a/docker/ik_llama-cuda.Containerfile b/docker/ik_llama-cuda.Containerfile
index 8b2d8d736..bf625fe8c 100644
--- a/docker/ik_llama-cuda.Containerfile
+++ b/docker/ik_llama-cuda.Containerfile
@@ -86,7 +86,7 @@ ENTRYPOINT [ "/app/llama-server" ]
 # Stage 5: Swap
 FROM server AS swap
 ARG LS_REPO=mostlygeek/llama-swap
-ARG LS_VER=199
+ARG LS_VER=239
 RUN curl -sSL "https://github.com/${LS_REPO}/releases/download/v${LS_VER}/llama-swap_${LS_VER}_linux_amd64.tar.gz" \
     | tar -xz