diff --git a/backend/model_server/encoders.py b/backend/model_server/encoders.py
index 502eeecef..52e1ddf8b 100644
--- a/backend/model_server/encoders.py
+++ b/backend/model_server/encoders.py
@@ -412,7 +412,7 @@ async def embed_text(
             f"event=embedding_model "
             f"texts={len(texts)} "
             f"chars={total_chars} "
-            f"model={provider_type} "
+            f"model={model_name} "
             f"gpu={gpu_type} "
             f"elapsed={elapsed:.2f}"
         )
diff --git a/backend/model_server/main.py b/backend/model_server/main.py
index 2031d69ea..0a6b56be1 100644
--- a/backend/model_server/main.py
+++ b/backend/model_server/main.py
@@ -60,7 +60,7 @@ def _move_files_recursively(source: Path, dest: Path, overwrite: bool = False) -
 @asynccontextmanager
 async def lifespan(app: FastAPI) -> AsyncGenerator:
     gpu_type = get_gpu_type()
-    logger.notice(f"gpu_type={gpu_type}")
+    logger.notice(f"Torch GPU Detection: gpu_type={gpu_type}")
 
     app.state.gpu_type = gpu_type