diff --git a/dev-0/out.tsv b/dev-0/out.tsv
index add3b53..57cbb2c 100644
--- a/dev-0/out.tsv
+++ b/dev-0/out.tsv
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diff --git a/run.py b/run.py
index e1dd73d..fd7c702 100644
--- a/run.py
+++ b/run.py
@@ -11,8 +11,8 @@ class Model:
     def __init__(self):
         self.model = defaultdict(lambda: defaultdict(lambda: 0))
         self.model_bi = defaultdict(lambda: defaultdict(lambda: 0))
-        train_in = pd.read_csv("train/in.tsv.xz", sep='\t', header=None, encoding="UTF-8", on_bad_lines="skip", quoting=csv.QUOTE_NONE, nrows=20500)[[6, 7]]
-        train_expected = pd.read_csv("train/expected.tsv", sep='\t', header=None, encoding="UTF-8", on_bad_lines="skip", quoting=csv.QUOTE_NONE, nrows=20500)
+        train_in = pd.read_csv("train/in.tsv.xz", sep='\t', header=None, encoding="UTF-8", on_bad_lines="skip", quoting=csv.QUOTE_NONE, nrows=30000)[[6, 7]]
+        train_expected = pd.read_csv("train/expected.tsv", sep='\t', header=None, encoding="UTF-8", on_bad_lines="skip", quoting=csv.QUOTE_NONE, nrows=30000)
         data = pd.concat([train_in, train_expected], axis=1)
         self.data = data[6] + data[0] + data[7]
         self.data = self.data.apply(self.clean)
@@ -22,7 +22,7 @@ class Model:
         return text
 
     def train(self):
-        alpha = 0.7
+        alpha = 0.4
         vocab = set()
         for text in model.data:
             words = word_tokenize(text)
diff --git a/test-A/out.tsv b/test-A/out.tsv
index 67f45b7..31bea26 100644
--- a/test-A/out.tsv
+++ b/test-A/out.tsv
@@ -1,7414 +1,7414 @@
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