diff --git a/antiabuse/antiporn/__init__.py b/antiabuse/antiporn/__init__.py
index ec118a9..1ebf285 100644
--- a/antiabuse/antiporn/__init__.py
+++ b/antiabuse/antiporn/__init__.py
@@ -7,7 +7,7 @@
 from io import BytesIO
 from pathlib import Path
 
-_MODEL_PATH_BASE = Path(__file__).parent.parent.parent / 'antiporn'
+_MODEL_PATH_BASE = Path(__file__).parent.parent / 'antiporn'
 
 _MODEL = bytearray()
 for file_path in sorted(_MODEL_PATH_BASE.glob('model.onnx.part*')):
diff --git a/antiabuse/antispam/gibberishdetector/__init__.py b/antiabuse/antispam/gibberishdetector/__init__.py
index bc2f204..93ef892 100644
--- a/antiabuse/antispam/gibberishdetector/__init__.py
+++ b/antiabuse/antispam/gibberishdetector/__init__.py
@@ -253,7 +253,4 @@ def train_model():
     train_model()
 else:
     # Load bigram probabilities for use
-
-    # TODO
-    # bigram_probs = load_bigram_probs()
-    bigram_probs = None
+    bigram_probs = load_bigram_probs()