diff --git a/sm_cnn/requirements.txt b/sm_cnn/requirements.txt
index 8e4d407..20759b0 100644
--- a/sm_cnn/requirements.txt
+++ b/sm_cnn/requirements.txt
@@ -2,4 +2,4 @@ gensim==1.0.1
 nltk==3.2.1
 numpy==1.11.3
 pandas==0.19.2
-torch==0.1.11+b13b701
+pytorch==0.1.12
diff --git a/sm_cnn/utils.py b/sm_cnn/utils.py
index 8c3e9db..779c55b 100644
--- a/sm_cnn/utils.py
+++ b/sm_cnn/utils.py
@@ -155,7 +155,7 @@ def read_in_dataset(dataset_folder, set_folder, stop_punct=False, dash_split=Fal
     for sentence in all_data:
         for term in sentence.split():
             vocab_set.add(term)
-    vocab = list(vocab_set)
+    vocab = sorted(list(vocab_set))
 
     return [questions, sentences, labels, max(len_q_list), max(len_s_list), vocab]