diff --git a/docs/mkdocs/hooks/generate_argparse.py b/docs/mkdocs/hooks/generate_argparse.py
index 64120f2d15134..501eee4e8efd3 100644
--- a/docs/mkdocs/hooks/generate_argparse.py
+++ b/docs/mkdocs/hooks/generate_argparse.py
@@ -13,6 +13,7 @@ ARGPARSE_DOC_DIR = ROOT_DIR / "docs/argparse"
 sys.path.insert(0, str(ROOT_DIR))
 sys.modules["aiohttp"] = MagicMock()
 sys.modules["blake3"] = MagicMock()
+sys.modules["gguf"] = MagicMock()
 sys.modules["vllm._C"] = MagicMock()
 
 from vllm.engine.arg_utils import AsyncEngineArgs, EngineArgs  # noqa: E402