diff --git a/README.md b/README.md
index 63ab1ec..2644df3 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,12 @@ We're keen to help users with any problems they encounter.
 To install the `unit-scaling` library, run:
 
 ```sh
-pip install git+https://github.com/graphcore-research/unit-scaling.git
+pip install unit-scaling
+```
+or for a local editable install (i.e. one which uses the files in this repo), run:
+
+```sh
+pip install -e .
 ```
 
 ## Development
diff --git a/docs/index.rst b/docs/index.rst
index de8eafe..13e9610 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -18,7 +18,7 @@ To install :code:`unit-scaling`, run:
 
 .. code-block::
 
-    pip install git+https://github.com/graphcore-research/unit-scaling.git
+    pip install unit-scaling
 
 Getting Started
 ---------------
diff --git a/docs/user_guide.rst b/docs/user_guide.rst
index a8ec322..1a85eea 100644
--- a/docs/user_guide.rst
+++ b/docs/user_guide.rst
@@ -19,7 +19,7 @@ To install the :code:`unit-scaling` library, run:
 
 .. code-block::
 
-    pip install git+https://github.com/graphcore-research/unit-scaling.git
+    pip install unit-scaling
 
 For those who wish to develop on the :code:`unit-scaling` codebase, clone or fork our
 `GitHub repo <https://github.com/graphcore-research/unit-scaling.git>`_ and follow the