diff --git a/dev-0/out.tsv b/dev-0/out.tsv
index c325b0f..ed6a47a 100644
--- a/dev-0/out.tsv
+++ b/dev-0/out.tsv
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diff --git a/gonito.yaml b/gonito.yaml
new file mode 100644
index 0000000..e26a53e
--- /dev/null
+++ b/gonito.yaml
@@ -0,0 +1,4 @@
+description: tfidf with linear regression
+tags:
+  - linear-regression
+  - tf-idf
diff --git a/test-A/out.tsv b/test-A/out.tsv
index 2f794ad..13bb872 100644
--- a/test-A/out.tsv
+++ b/test-A/out.tsv
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diff --git a/tfidflr/train_predict.py b/tfidflr/train_predict.py
index 12df903..b9b9f01 100644
--- a/tfidflr/train_predict.py
+++ b/tfidflr/train_predict.py
@@ -10,18 +10,20 @@ import random
 import pickle
 import sys
 
+import lzma
+
 def tokenizer_space(text):
     return text.split(' ')
 
-type = sys.argv[1] # 1 or 2 
+type = sys.argv[1] # 1 or 2
 
 
 def run():
 
     # LOADING DATA
-    train_text = [a.rstrip('\n') for a in open('../train/in.tsv','r')]
-    dev_text = [a.rstrip('\n') for a in open('../dev-0/in.tsv','r')]
-    test_text = [a.rstrip('\n') for a in open('../test-A/in.tsv','r')]
+    train_text = [a.rstrip('\n') for a in lzma.open('../train/in.tsv.xz', 'rt')]
+    dev_text = [a.rstrip('\n') for a in lzma.open('../dev-0/in.tsv.xz', 'rt')]
+    test_text = [a.rstrip('\n') for a in lzma.open('../test-A/in.tsv.xz', 'rt')]
     global lowest
 
     train_year = [float(a.rstrip('\n')) for a in open(f'../train/expected{type}.tsv','r')]