diff --git a/fastNLP/core/vocabulary.py b/fastNLP/core/vocabulary.py
index 0232f56f..525ac8ca 100644
--- a/fastNLP/core/vocabulary.py
+++ b/fastNLP/core/vocabulary.py
@@ -519,11 +519,11 @@ class Vocabulary(object):
                 line = line.strip()
                 if line:
                     name, value = line.split()
-                    if name == 'max_size':
-                        vocab.max_size = int(value) if value!='None' else None
-                    elif name == 'min_freq':
-                        vocab.min_freq = int(value) if value!='None' else None
+                    if name in ('max_size', 'min_freq'):
+                        value = int(value) if value!='None' else None
+                        setattr(vocab, name, value)
                     elif name in ('unknown', 'padding'):
+                        value = value if value!='None' else None
                         setattr(vocab, name, value)
                     elif name == 'rebuild':
                         vocab.rebuild = True if value=='True' else False
@@ -535,12 +535,12 @@ class Vocabulary(object):
             for line in f:
                 line = line.strip()
                 if line:
-                    parts = line.split()
+                    parts = line.split('\t')
                     word,count,idx,no_create_entry = parts[0], int(parts[1]), int(parts[2]), int(parts[3])
                     if idx >= 0:
                         word2idx[word] = idx
                     word_counter[word] = count
-                    if no_create_entry_counter:
+                    if no_create_entry:
                         no_create_entry_counter[word] = count
 
             word_counter = Counter(word_counter)
diff --git a/test/core/test_vocabulary.py b/test/core/test_vocabulary.py
index 81a01092..2aa7b26a 100644
--- a/test/core/test_vocabulary.py
+++ b/test/core/test_vocabulary.py
@@ -214,7 +214,29 @@ class TestOther(unittest.TestCase):
             for idx in range(len(vocab)):
                 self.assertEqual(vocab.to_word(idx), new_vocab.to_word(idx))
             self.assertEqual(vocab.unknown, new_vocab.unknown)
-        except:
+
+            # 测试vocab中包含None的padding和unk
+            vocab= Vocabulary(padding=None, unknown=None)
+            words = list('abcdefaddfdkjfe')
+            no_create_entry = list('12342331')
+
+            vocab.add_word_lst(words)
+            vocab.add_word_lst(no_create_entry, no_create_entry=True)
+            vocab.save(fp)
+
+            new_vocab = Vocabulary.load(fp)
+
+            for word, index in vocab:
+                self.assertEqual(new_vocab.to_index(word), index)
+            for word in no_create_entry:
+                self.assertTrue(new_vocab._is_word_no_create_entry(word))
+            for word in words:
+                self.assertFalse(new_vocab._is_word_no_create_entry(word))
+            for idx in range(len(vocab)):
+                self.assertEqual(vocab.to_word(idx), new_vocab.to_word(idx))
+            self.assertEqual(vocab.unknown, new_vocab.unknown)
+
+        finally:
             import os
             if os.path.exists(fp):
                 os.remove(fp)