chore: smaller keys

compiled_model/client.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:79b0f9fd9accd2e11a36cd784ffaec57bf3278a941263a68a1843e5998440539
-size 104290
+oid sha256:1a0e943aec188cb35e60d78e2280a4a4b346aded279b692a6be2d01f1a045710
+size 104293

compiled_model/server.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:90443a9eeab45aa664e58e21b92a3b636a41e55a4e702cdc04e569c6308b70ef
-size 2710
+oid sha256:72f18576ba0bfe05cdadcc34a8a65233286e158c8f2b70880d99457b1b860378
+size 2687

creating_models.py

@@ -11,7 +11,7 @@ def compile_and_make_it_deployable(model_dev, X_train):
     path_to_model = Path("compiled_model")
 
     # Compile into FHE
-    model_dev.compile(X_train)
+    model_dev.compile(X_train, p_error=0.8)
 
     # Saving the model
     shutil.rmtree(path_to_model, ignore_errors=True)