diff --git a/.github/workflows/pypi.yml b/.github/workflows/pypi.yml
index 8539ba7082..43d85a99d0 100644
--- a/.github/workflows/pypi.yml
+++ b/.github/workflows/pypi.yml
@@ -22,6 +22,9 @@ jobs:
           - os: macos-latest
             arch: alt
             alt_arch_name: arm64
+          - os: ubuntu-latest
+            platform: linux
+            alt_arch_name: aarch64
         exclude:
           - os: windows-latest
             arch: alt
@@ -52,14 +55,14 @@ jobs:
 
       - name: Set up QEMU
         if: matrix.os == 'ubuntu-latest'
-        uses: docker/setup-qemu-action@v1
+        uses: docker/setup-qemu-action@v3
         with:
           platforms: all
 
       - name: Build wheels
         uses: pypa/cibuildwheel@v2.12.3
         env:
-          CIBW_BUILD: "cp38-* cp39-* cp310-* cp311-*"
+          CIBW_BUILD: "cp38-* cp39-* cp310-* cp311-* cp312-*"
           CIBW_BEFORE_BUILD: >
             pip install setuptools-rust cython &&
             rustup default nightly &&
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 75ee838599..25e7662a7d 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -210,3 +210,5 @@ END
 brew update && brew install gh
 gh release create $RIVER_VERSION --notes $RELEASE_NOTES
 ```
+
+11. Pyodide needs to be told there is a new release. This can done by updating [`packages/river`](https://github.com/online-ml/pyodide/tree/main/packages/river) in [online-ml/pyodide](https://github.com/online-ml/pyodide)
diff --git a/README.md b/README.md
index 87e780453c..21a9c678aa 100644
--- a/README.md
+++ b/README.md
@@ -109,19 +109,16 @@ River is intended to work with **Python 3.8 and above**. Installation can be don
 pip install river
 ```
 
-There are [wheels available](https://pypi.org/project/river/#files) for Linux, MacOS, and Windows, which means that you most probably won't have to build River from source.
+There are [wheels available](https://pypi.org/project/river/#files) for Linux, MacOS, and Windows. This means you most probably won't have to build River from source.
 
 You can install the latest development version from GitHub as so:
 
 ```sh
 pip install git+https://github.com/online-ml/river --upgrade
+pip install git+ssh://git@github.com/online-ml/river.git --upgrade  # using SSH
 ```
 
-Or, through SSH:
-
-```sh
-pip install git+ssh://git@github.com/online-ml/river.git --upgrade
-```
+This method requires having Cython and Rust installed on your machine.
 
 ## 🔮 Features
 
diff --git a/docs/introduction/installation.md b/docs/introduction/installation.md
index 84310696f4..a6ee6adc3c 100644
--- a/docs/introduction/installation.md
+++ b/docs/introduction/installation.md
@@ -10,12 +10,9 @@ You can install the latest development version from GitHub, as so:
 
 ```sh
 pip install git+https://github.com/online-ml/river --upgrade
+pip install git+ssh://git@github.com/online-ml/river.git --upgrade  # using SSH
 ```
 
-Or, through SSH:
-
-```sh
-pip install git+ssh://git@github.com/online-ml/river.git --upgrade
-```
+This method requires having Cython and Rust installed on your machine.
 
 Feel welcome to [open an issue on GitHub](https://github.com/online-ml/river/issues/new) if you are having any trouble.