diff --git a/README.md b/README.md
index 68cb235c2e..f37759168a 100644
--- a/README.md
+++ b/README.md
@@ -93,6 +93,7 @@ versa.
 
 TensorFlow Federated                                                  | TensorFlow
 --------------------------------------------------------------------- | ----------
+[0.14.0](https://github.com/tensorflow/federated/tree/v0.14.0)        | [tensorflow 2.2.0](https://pypi.org/project/tensorflow/2.2.0/)
 [0.13.1](https://github.com/tensorflow/federated/tree/v0.13.1)        | [tensorflow 2.1.0](https://pypi.org/project/tensorflow/2.1.0/)
 [0.13.0](https://github.com/tensorflow/federated/tree/v0.13.0)        | [tensorflow 2.1.0](https://pypi.org/project/tensorflow/2.1.0/)
 [0.12.0](https://github.com/tensorflow/federated/tree/v0.12.0)        | [tensorflow 2.1.0](https://pypi.org/project/tensorflow/2.1.0/)
diff --git a/RELEASE.md b/RELEASE.md
index 8b5bea30a7..7e281acea7 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -1,3 +1,39 @@
+# Release 0.14.0
+
+## Major Features and Improvements
+
+*   Multiple TFF execution speedups.
+*   New `tff.templates.MeasuredProcess` specialization of `IterativeProcess`.
+*   Increased optimization of the `tff.templates.IterativeProcess` ->
+    `tff.backends.mapreduce.CanonicalForm` compiler.
+
+## Breaking Changes
+
+*   Moved `tff.utils.IterativeProcess` to `tff.templates.IterativeProcess`.
+*   Removed `tff.learning.TrainableModel`, client optimizers are now arguments
+    on the `tff.learning.build_federated_averaging_process`.
+*   Bump required version of pip packages for tensorflow (2.2), numpy (1.18),
+    pandas (0.24), grpcio (1.29).
+
+## Bug Fixes
+
+*   Issue with GPUs in multimachine simulations not being utilized, and bug on
+    deserializing datasets with GPU-backed runtime.
+*   TensorFlow lookup table initialization failures.
+
+## Known Bugs
+
+*   In some situations, TF will attempt to push Datasets inside of tf.functions
+    over GPU device boundaries, which fails by default. This can be hit by
+    certain usages of TFF,
+    [e.g. as tracked here](https://github.com/tensorflow/federated/issues/832).
+
+## Thanks to our Contributors
+
+This release contains contributions from many people at Google, as well as:
+
+jvmcns@
+
 # Release 0.13.1
 
 ## Bug Fixes
diff --git a/docs/tutorials/custom_federated_algorithms_1.ipynb b/docs/tutorials/custom_federated_algorithms_1.ipynb
index 8352f3c785..91b02f13f8 100644
--- a/docs/tutorials/custom_federated_algorithms_1.ipynb
+++ b/docs/tutorials/custom_federated_algorithms_1.ipynb
@@ -56,10 +56,10 @@
         "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_federated_algorithms_1\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.13.1/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.14.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.13.1/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.14.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "\u003c/table\u003e"
       ]
diff --git a/docs/tutorials/custom_federated_algorithms_2.ipynb b/docs/tutorials/custom_federated_algorithms_2.ipynb
index e8cc075379..6c7e138aad 100644
--- a/docs/tutorials/custom_federated_algorithms_2.ipynb
+++ b/docs/tutorials/custom_federated_algorithms_2.ipynb
@@ -56,10 +56,10 @@
         "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_federated_algorithms_2\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.13.1/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.14.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.13.1/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.14.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "\u003c/table\u003e"
       ]
diff --git a/docs/tutorials/federated_learning_for_image_classification.ipynb b/docs/tutorials/federated_learning_for_image_classification.ipynb
index 8842b75455..9195d6ccdc 100644
--- a/docs/tutorials/federated_learning_for_image_classification.ipynb
+++ b/docs/tutorials/federated_learning_for_image_classification.ipynb
@@ -56,10 +56,10 @@
         "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/federated_learning_for_image_classification\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.13.1/docs/tutorials/federated_learning_for_image_classification.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.14.0/docs/tutorials/federated_learning_for_image_classification.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.13.1/docs/tutorials/federated_learning_for_image_classification.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.14.0/docs/tutorials/federated_learning_for_image_classification.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "\u003c/table\u003e"
       ]
diff --git a/docs/tutorials/federated_learning_for_text_generation.ipynb b/docs/tutorials/federated_learning_for_text_generation.ipynb
index 1ee530530c..3948c2eda9 100644
--- a/docs/tutorials/federated_learning_for_text_generation.ipynb
+++ b/docs/tutorials/federated_learning_for_text_generation.ipynb
@@ -56,10 +56,10 @@
         "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/federated_learning_for_text_generation\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.13.1/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.14.0/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.13.1/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.14.0/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "\u003c/table\u003e"
       ]
diff --git a/tensorflow_federated/version.py b/tensorflow_federated/version.py
index da3d44739c..a9bba1577c 100644
--- a/tensorflow_federated/version.py
+++ b/tensorflow_federated/version.py
@@ -14,4 +14,4 @@
 # limitations under the License.
 """TensorFlow Federated version."""
 
-__version__ = '0.13.1'
+__version__ = '0.14.0'