diff --git a/frigate/embeddings/functions/onnx.py b/frigate/embeddings/functions/onnx.py
index 3b2d8724d..abdac7aef 100644
--- a/frigate/embeddings/functions/onnx.py
+++ b/frigate/embeddings/functions/onnx.py
@@ -119,14 +119,16 @@ class GenericONNXEmbedding:
     def _load_tokenizer(self):
         tokenizer_path = os.path.join(f"{MODEL_CACHE_DIR}/{self.model_name}/tokenizer")
         return AutoTokenizer.from_pretrained(
-            tokenizer_path, clean_up_tokenization_spaces=True
+            self.model_name, cache_dir=tokenizer_path, clean_up_tokenization_spaces=True
         )
 
     def _load_feature_extractor(self):
         feature_extractor_path = os.path.join(
             f"{MODEL_CACHE_DIR}/{self.model_name}/feature_extractor"
         )
-        return AutoFeatureExtractor.from_pretrained(feature_extractor_path)
+        return AutoFeatureExtractor.from_pretrained(
+            self.model_name, cache_dir=feature_extractor_path
+        )
 
     def _load_model(self, path: str, providers: List[str]):
         if os.path.exists(path):