diff --git a/README.md b/README.md
index c9ee8ec97a4d..d90d553251e8 100644
--- a/README.md
+++ b/README.md
@@ -413,7 +413,7 @@ PYTHON_VERSION=cp37  # alternatives: cp36, cp37, cp38
 CUDA_VERSION=cuda92  # alternatives: cuda92, cuda100, cuda101, cuda102
 PLATFORM=linux_x86_64  # alternatives: linux_x86_64
 BASE_URL='https://storage.googleapis.com/jax-releases'
-pip install --upgrade $BASE_URL/$CUDA_VERSION/jaxlib-0.1.45-$PYTHON_VERSION-none-$PLATFORM.whl
+pip install --upgrade $BASE_URL/$CUDA_VERSION/jaxlib-0.1.46-$PYTHON_VERSION-none-$PLATFORM.whl
 
 pip install --upgrade jax  # install jax
 ```
@@ -437,7 +437,7 @@ more.
 To try automatic detection of the correct version for your system, you can run:
 
 ```bash
-pip install --upgrade https://storage.googleapis.com/jax-releases/`nvidia-smi | sed -En "s/.* CUDA Version: ([0-9]*)\.([0-9]*).*/cuda\1\2/p"`/jaxlib-0.1.45-`python3 -V | sed -En "s/Python ([0-9]*)\.([0-9]*).*/cp\1\2/p"`-none-linux_x86_64.whl jax
+pip install --upgrade https://storage.googleapis.com/jax-releases/`nvidia-smi | sed -En "s/.* CUDA Version: ([0-9]*)\.([0-9]*).*/cuda\1\2/p"`/jaxlib-0.1.46-`python3 -V | sed -En "s/Python ([0-9]*)\.([0-9]*).*/cp\1\2/p"`-none-linux_x86_64.whl jax
 ```
 
 Please let us know on [the issue tracker](https://github.com/google/jax/issues)
diff --git a/docs/CHANGELOG.rst b/docs/CHANGELOG.rst
index 7d6fc8c4d317..a8fc85cb8b03 100644
--- a/docs/CHANGELOG.rst
+++ b/docs/CHANGELOG.rst
@@ -14,7 +14,7 @@ jax 0.1.66 (unreleased)
 
 * `GitHub commits <https://github.com/google/jax/compare/jax-v0.1.65...master>`_.
 
-jaxlib 0.1.46 (unreleased)
+jaxlib 0.1.46 (May 5, 2020)
 ------------------------------
 
 * Fixes crash for linear algebra functions on Mac OS X (#432).