diff --git a/src/chonkie/embeddings/registry.py b/src/chonkie/embeddings/registry.py
index 9413db12..a6ff735b 100644
--- a/src/chonkie/embeddings/registry.py
+++ b/src/chonkie/embeddings/registry.py
@@ -37,8 +37,6 @@ def register_model(cls, name: str, embedding_cls: type[BaseEmbeddings]) -> None:
         Args:
             name: Unique identifier for this implementation
             embedding_cls: The embeddings class to register
-            pattern: Optional regex pattern string or compiled pattern
-            supported_types: Optional list of types that the embeddings class supports
 
         """
         if not issubclass(embedding_cls, BaseEmbeddings):