diff --git a/search_types/asymmetric.py b/search_types/asymmetric.py
index 0b0ddcc3..ff191b11 100644
--- a/search_types/asymmetric.py
+++ b/search_types/asymmetric.py
@@ -14,9 +14,9 @@ import pathlib
 
 def initialize_model():
     "Initialize model for assymetric semantic search. That is, where query smaller than results"
-    bi_encoder = SentenceTransformer('msmarco-MiniLM-L-6-v3')             # The bi-encoder encodes all entries to use for semantic search
-    top_k = 100                                                           # Number of entries we want to retrieve with the bi-encoder
-    cross_encoder = CrossEncoder('cross-encoder/ms-marco-MiniLM-L-6-v2')  # The cross-encoder re-ranks the results to improve quality
+    bi_encoder = SentenceTransformer('sentence-transformers/msmarco-MiniLM-L-6-v3')  # The bi-encoder encodes all entries to use for semantic search
+    top_k = 100                                                                      # Number of entries we want to retrieve with the bi-encoder
+    cross_encoder = CrossEncoder('cross-encoder/ms-marco-MiniLM-L-6-v2')             # The cross-encoder re-ranks the results to improve quality
     return bi_encoder, cross_encoder, top_k