diff --git a/distributions/fireworks/README.md b/distributions/fireworks/README.md
index fcf74d809..e3987e1e2 100644
--- a/distributions/fireworks/README.md
+++ b/distributions/fireworks/README.md
@@ -49,7 +49,7 @@ inference:
 **Via Conda**
 
 ```bash
-llama stack build --config ./build.yaml
+llama stack build --template fireworks --image-type conda
 # -- modify run.yaml to a valid Fireworks server endpoint
 llama stack run ./run.yaml
 ```
diff --git a/distributions/ollama/README.md b/distributions/ollama/README.md
index d59c3f9e1..70bc27a85 100644
--- a/distributions/ollama/README.md
+++ b/distributions/ollama/README.md
@@ -86,6 +86,6 @@ inference:
 **Via Conda**
 
 ```
-llama stack build --config ./build.yaml
+llama stack build --template ollama --image-type conda
 llama stack run ./gpu/run.yaml
 ```
diff --git a/distributions/tgi/README.md b/distributions/tgi/README.md
index 86d2636d7..886252ecd 100644
--- a/distributions/tgi/README.md
+++ b/distributions/tgi/README.md
@@ -88,7 +88,7 @@ inference:
 **Via Conda**
 
 ```bash
-llama stack build --config ./build.yaml
+llama stack build --template tgi --image-type conda
 # -- start a TGI server endpoint
 llama stack run ./gpu/run.yaml
 ```
diff --git a/distributions/together/README.md b/distributions/together/README.md
index 227c7a450..b964673e0 100644
--- a/distributions/together/README.md
+++ b/distributions/together/README.md
@@ -62,7 +62,7 @@ memory:
 **Via Conda**
 
 ```bash
-llama stack build --config ./build.yaml
+llama stack build --template together --image-type conda
 # -- modify run.yaml to a valid Together server endpoint
 llama stack run ./run.yaml
 ```
diff --git a/docs/cli_reference.md b/docs/cli_reference.md
index f0f67192f..ddc8e6b3e 100644
--- a/docs/cli_reference.md
+++ b/docs/cli_reference.md
@@ -279,11 +279,11 @@ llama stack build --list-templates
 You may then pick a template to build your distribution with providers fitted to your liking.
 
 ```
-llama stack build --template local-tgi --name my-tgi-stack
+llama stack build --template local-tgi --name my-tgi-stack --image-type conda
 ```
 
 ```
-$ llama stack build --template local-tgi --name my-tgi-stack
+$ llama stack build --template local-tgi --name my-tgi-stack --image-type conda
 ...
 ...
 Build spec configuration saved at ~/.conda/envs/llamastack-my-tgi-stack/my-tgi-stack-build.yaml
@@ -293,10 +293,10 @@ You may now run `llama stack configure my-tgi-stack` or `llama stack configure ~
 #### Building from config file
 - In addition to templates, you may customize the build to your liking through editing config files and build from config files with the following command.
 
-- The config file will be of contents like the ones in `llama_stack/distributions/templates/`.
+- The config file will be of contents like the ones in `llama_stack/templates/`.
 
 ```
-$ cat llama_stack/distribution/templates/local-ollama-build.yaml
+$ cat build.yaml
 
 name: local-ollama
 distribution_spec:
@@ -311,7 +311,7 @@ image_type: conda
 ```
 
 ```
-llama stack build --config llama_stack/distribution/templates/local-ollama-build.yaml
+llama stack build --config build.yaml
 ```
 
 #### How to build distribution with Docker image
diff --git a/docs/getting_started.md b/docs/getting_started.md
index 4f06f5d47..2a90301d0 100644
--- a/docs/getting_started.md
+++ b/docs/getting_started.md
@@ -35,11 +35,7 @@ You have two ways to start up Llama stack server:
 
 1. **Starting up server via docker**:
 
-	We provide 2 pre-built Docker image of Llama Stack distribution, which can be found in the following links.
-	- [llamastack-local-gpu](https://hub.docker.com/repository/docker/llamastack/llamastack-local-gpu/general)
-	- This is a packaged version with our local meta-reference implementations, where you will be running inference locally with downloaded Llama model checkpoints.
-	- [llamastack-local-cpu](https://hub.docker.com/repository/docker/llamastack/llamastack-local-cpu/general)
-	- This is a lite version with remote inference where you can hook up to your favourite remote inference framework (e.g. ollama, fireworks, together, tgi) for running inference without GPU.
+	We provide pre-built Docker image of Llama Stack distribution, which can be found in the following links in the [distributions](../distributions/) folder.
 
 	> [!NOTE]
 	> For GPU inference, you need to set these environment variables for specifying local directory containing your model checkpoints, and enable GPU inference to start running docker container.