diff --git a/optimum/utils/normalized_config.py b/optimum/utils/normalized_config.py
index 21470cb61f..b3dc3733d5 100644
--- a/optimum/utils/normalized_config.py
+++ b/optimum/utils/normalized_config.py
@@ -303,6 +303,7 @@ class NormalizedConfigManager:
         "segformer": NormalizedSegformerConfig,
         "speech_to_text": SpeechToTextLikeNormalizedTextConfig,
         "splinter": NormalizedTextConfig,
+        "swinv2": NormalizedVisionConfig,
         "t5": T5LikeNormalizedTextConfig,
         "trocr": TrOCRLikeNormalizedTextConfig,
         "vision-encoder-decoder": NormalizedEncoderDecoderConfig,