Update device mapping in encoder.py to set device_map to None for improved flexibility in model initialization.

src/encoder.py

@@ -23,13 +23,13 @@ class FashionCLIPEncoder:
         self.model = AutoModel.from_pretrained(
             MODEL_NAME,
             trust_remote_code=True,
-            device_map="auto",
+            device_map=None,
             token=HF_TOKEN
         )
         
         self.model = self.model.to(self.device)
         self.model.eval()
-        
+
     def encode_text(self, texts: List[str]) -> List[List[float]]:
         kwargs = {
             "padding": "max_length",