[Doc] Convert Sphinx directives ( {class}, {meth}, {attr}, ...) to MkDocs format for better documentation linking (#18663)

Signed-off-by: Zerohertz <ohg3417@gmail.com>

vllm/compilation/compiler_interface.py

@@ -39,7 +39,8 @@ class CompilerInterface:
         Gather all the relevant information from the vLLM config,
         to compute a hash so that we can cache the compiled model.
 
-        See {meth}`VllmConfig.compute_hash` to check what information
+        See [`VllmConfig.compute_hash`][vllm.config.VllmConfig.compute_hash]
+        to check what information
         is already considered by default. This function should only
         consider the information that is specific to the compiler.
         """