diff --git a/pvnet_summation/models/base_model.py b/pvnet_summation/models/base_model.py
index 50e23a1..91d3224 100644
--- a/pvnet_summation/models/base_model.py
+++ b/pvnet_summation/models/base_model.py
@@ -1,4 +1,5 @@
 """Base model for all PVNet submodels"""
+
 import logging
 from typing import Optional
 
diff --git a/pvnet_summation/training.py b/pvnet_summation/training.py
index 73bcd2a..bf44543 100644
--- a/pvnet_summation/training.py
+++ b/pvnet_summation/training.py
@@ -1,4 +1,5 @@
 """Training"""
+
 import os
 from typing import Optional
 
diff --git a/scripts/checkpoint_to_huggingface.py b/scripts/checkpoint_to_huggingface.py
index 0a5c09c..c421277 100644
--- a/scripts/checkpoint_to_huggingface.py
+++ b/scripts/checkpoint_to_huggingface.py
@@ -5,6 +5,7 @@
     --local-path="~/tmp/this_model" \
     --no-push-to-hub
 """
+
 import glob
 import os
 import tempfile
diff --git a/setup.py b/setup.py
index 99bbbf7..dcec557 100644
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,5 @@
 """ Usual setup file for package """
+
 # read the contents of your README file
 from pathlib import Path