diff --git a/image_prediction/pipeline.py b/image_prediction/pipeline.py
index 704a88f..2bff17a 100644
--- a/image_prediction/pipeline.py
+++ b/image_prediction/pipeline.py
@@ -1,7 +1,6 @@
 import os
-from functools import partial
+from functools import lru_cache, partial
 from itertools import chain, tee
-from typing import Iterable
 
 from funcy import rcompose, first, compose, second, chunks, identity, rpartial
 from tqdm import tqdm
@@ -20,6 +19,7 @@ from image_prediction.utils.generic import lift, starlift
 os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
 
 
+@lru_cache(maxsize=None)
 def load_pipeline(**kwargs):
     model_loader = get_mlflow_model_loader(MLRUNS_DIR)
     model_identifier = CONFIG.service.mlflow_run_id
@@ -38,7 +38,7 @@ def star(f):
 
 
 class Pipeline:
-    def __init__(self, model_loader, model_identifier, batch_size=16, verbose=True, **kwargs):
+    def __init__(self, model_loader, model_identifier, batch_size=16, verbose=False, **kwargs):
         self.verbose = verbose
 
         extract = get_extractor(**kwargs)