diff --git a/CMakeLists.txt b/CMakeLists.txt
index 77a39ec53..eaca32b55 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -29,7 +29,13 @@ set(MLX_BUILD_ARM OFF)
 
 if (${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
 
-  if (${CMAKE_HOST_SYSTEM_PROCESSOR} MATCHES "x86_64")
+  if (${CMAKE_HOST_SYSTEM_PROCESSOR} MATCHES "x86_64" AND ${CMAKE_HOST_APPLE})
+    message(FATAL_ERROR
+      "Building for x86_64 on macOS is not supported." 
+      " If you are on an Apple silicon system, check the build"
+      " documentation for possible fixes: "
+      "https://ml-explore.github.io/mlx/build/html/install.html#build-from-source")
+  elseif (${CMAKE_HOST_SYSTEM_PROCESSOR} MATCHES "x86_64")
     message(WARNING 
       "Building for x86_64 on macOS is not supported." 
       " If you are on an Apple silicon system, "
diff --git a/docs/src/install.rst b/docs/src/install.rst
index 1883329fb..6c0535079 100644
--- a/docs/src/install.rst
+++ b/docs/src/install.rst
@@ -1,8 +1,8 @@
 Build and Install
 =================
 
-Install from PyPI
------------------
+Python Installation
+-------------------
 
 MLX is available on PyPI. All you have to do to use MLX with your own Apple
 silicon computer is
@@ -21,6 +21,14 @@ To install from PyPI you must meet the following requirements:
     MLX is only available on devices running macOS >= 13.3 
     It is highly recommended to use macOS 14 (Sonoma)
 
+
+MLX is also available on conda-forge. To install MLX with conda do:
+
+.. code-block:: shell
+
+   conda install conda-forge::mlx
+
+
 Troubleshooting
 ^^^^^^^^^^^^^^^
 
@@ -213,3 +221,14 @@ Verify the terminal is now running natively the following command:
 
   $ uname -p
   arm
+
+Also check that cmake is using the correct architecture:
+
+.. code-block:: shell
+
+  $ cmake --system-information | grep CMAKE_HOST_SYSTEM_PROCESSOR
+  CMAKE_HOST_SYSTEM_PROCESSOR "arm64"
+
+If you see ``"x86_64"``, try re-installing ``cmake``. If you see ``"arm64"``
+but the build errors out with "Building for x86_64 on macOS is not supported."
+wipe your build cahce with ``rm -rf build/`` and try again.
diff --git a/python/README.md b/python/README.md
deleted file mode 100644
index 4d6979c19..000000000
--- a/python/README.md
+++ /dev/null
@@ -1,37 +0,0 @@
-### Packaging for PyPI
-
-Install `build` and `twine`:
-
-```
-pip install --user --upgrade build
-pip install --user --upgrade twine
-```
-
-Generate the source distribution and wheel:
-
-```
-python -m build
-```
-
-*Warning* use a test server first
-
-#### Test Upload
-
-Upload to test server:
-
-```
-python -m twine upload --repository testpypi dist/*
-```
-
-Install from test server and check that it works:
-
-```
-python -m pip install --index-url https://test.pypi.org/simple/ --no-deps mlx
-```
-
-#### Upload
-
-```
-python -m twine upload dist/*
-```
-
diff --git a/setup.py b/setup.py
index 4d6792449..23283860c 100644
--- a/setup.py
+++ b/setup.py
@@ -170,6 +170,7 @@ if __name__ == "__main__":
         description="A framework for machine learning on Apple silicon.",
         long_description=long_description,
         long_description_content_type="text/markdown",
+        url="https://github.com/ml-explore/mlx",
         packages=packages,
         package_dir=package_dir,
         package_data=package_data,