diff --git a/config.yaml b/config.yaml
index c48b4d6..77c5141 100644
--- a/config.yaml
+++ b/config.yaml
@@ -5,7 +5,7 @@ webserver:
 
 service:
   logging_level: $LOGGING_LEVEL_ROOT|DEBUG  # Logging level for service logger
-  batch_size: $BATCH_SIZE|2  # Number of images in memory simultaneously
+  batch_size: $BATCH_SIZE|32  # Number of images in memory simultaneously
   verbose: $VERBOSE|True  # Service prints document processing progress to stdout
   run_id: $RUN_ID|fabfb1f192c745369b88cab34471aba7  # The ID of the mlflow run to load the model from