diff --git a/docs/src/how-to.rst b/docs/src/how-to.rst
index 33b0830ff..40c7ebf47 100644
--- a/docs/src/how-to.rst
+++ b/docs/src/how-to.rst
@@ -1,4 +1,4 @@
 How-to
 ======
 
-This section describes how to use the metatensor-models package.
+This section describes how to use the ``metatensor-models`` package.
diff --git a/docs/src/index.rst b/docs/src/index.rst
index 5511b54ce..65f846637 100644
--- a/docs/src/index.rst
+++ b/docs/src/index.rst
@@ -1,7 +1,7 @@
 Welcome to metatensor-models's documentation!
 =============================================
 
-This is a collection of atomistic models interfaced with metatensor.
+This is a collection of atomistic models interfaced with ``metatensor``.
 
 .. toctree::
    :maxdepth: 1
diff --git a/docs/src/models.rst b/docs/src/models.rst
index 3695d4b12..552ced480 100644
--- a/docs/src/models.rst
+++ b/docs/src/models.rst
@@ -1,7 +1,7 @@
 Available models
 ================
 
-This is a list of the models available in `metatensor-models`.
+This is a list of the models available in ``metatensor-models``.
 
 .. toctree::
    :maxdepth: 1
diff --git a/docs/src/quickstart.rst b/docs/src/quickstart.rst
index 9667487c7..bd310ba66 100644
--- a/docs/src/quickstart.rst
+++ b/docs/src/quickstart.rst
@@ -3,6 +3,6 @@ Quickstart
 
 You can install metatensor-models with pip:
 
-```bash
-pip install metatensor-models
-```
+.. code-block:: bash
+    
+    pip install git+https://github.com/lab-cosmo/metatensor-models.git