From e7ae539e85523a822913d0d0f23febc3eb198e5b Mon Sep 17 00:00:00 2001
From: Ronald Seoh <ronaldseoh@icloud.com>
Date: Sat, 17 Oct 2020 13:44:19 -0400
Subject: [PATCH] typo fix in
 tutorials/federated_learning_for_text_generation.ipynb

---
 docs/tutorials/federated_learning_for_text_generation.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/tutorials/federated_learning_for_text_generation.ipynb b/docs/tutorials/federated_learning_for_text_generation.ipynb
index 019deca56..8e2f63534 100644
--- a/docs/tutorials/federated_learning_for_text_generation.ipynb
+++ b/docs/tutorials/federated_learning_for_text_generation.ipynb
@@ -177,7 +177,7 @@
         "    and\n",
         "    [A Christmas Carol](http://www.ibiblio.org/pub/docs/books/gutenberg/4/46/46.txt).\n",
         " \n",
-        "Other than expanding the vocabularly, we didn't modify the original tutorial, so this initial model isn't state-of-the-art, but it produces reasonable predictions and is sufficient for our tutorial purposes. The final model was saved with `tf.keras.models.save_model(include_optimizer=False)`.\n",
+        "Other than expanding the vocabulary, we didn't modify the original tutorial, so this initial model isn't state-of-the-art, but it produces reasonable predictions and is sufficient for our tutorial purposes. The final model was saved with `tf.keras.models.save_model(include_optimizer=False)`.\n",
         "   \n",
         " We will use federated learning to fine-tune this model for Shakespeare in this tutorial, using a federated version of the data provided by TFF.\n",
         "\n"
-- 
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