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tqchen pushed a commit to branch script/canonical-parser-df
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit ba14bdad12ddb3835be8953d628b10ca77f86064
Author: Tianqi Chen <[email protected]>
AuthorDate: Wed Sep 23 00:42:06 2026 +0000

    [FR] Format builder examples and literal references
---
 python/tvm/relax/script/builder/__init__.py | 2 +-
 python/tvm/tirx/script/builder/__init__.py  | 4 ++++
 python/tvm/tirx/script/builder/ir.py        | 4 ++++
 3 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/python/tvm/relax/script/builder/__init__.py 
b/python/tvm/relax/script/builder/__init__.py
index 0916172af1..32f884ee0d 100644
--- a/python/tvm/relax/script/builder/__init__.py
+++ b/python/tvm/relax/script/builder/__init__.py
@@ -337,7 +337,7 @@ def return_(value=None, *, span=None):
 
 
 def match_cast(value, ty, *, span=None):
-    """Construct a match-cast descriptor for bind_ to consume."""
+    """Construct a match-cast descriptor for ``bind_`` to consume."""
     if value is None:
         raise ValueError("The match-cast value cannot be None")
     ty = _type(ty)
diff --git a/python/tvm/tirx/script/builder/__init__.py 
b/python/tvm/tirx/script/builder/__init__.py
index 6df394bcec..894f0ade96 100644
--- a/python/tvm/tirx/script/builder/__init__.py
+++ b/python/tvm/tirx/script/builder/__init__.py
@@ -633,11 +633,15 @@ def match_buffer(*args, **kwargs):
     Example
     -------
     Match buffer from function parameter
+
     .. code-block:: python
+
         A = T.match_buffer(a, (128, 128), dtype="float32")
 
     Match buffer from Buffer subregion
+
     .. code-block:: python
+
         A = T.match_buffer(B[0:128, i * 128 : i * 128 + 128], (128, 128), 
dtype="float32")
 
     Parameters
diff --git a/python/tvm/tirx/script/builder/ir.py 
b/python/tvm/tirx/script/builder/ir.py
index 9762516ff0..4ea7c0f15d 100644
--- a/python/tvm/tirx/script/builder/ir.py
+++ b/python/tvm/tirx/script/builder/ir.py
@@ -501,11 +501,15 @@ def match_buffer(
     Example
     -------
     Match buffer from function parameter
+
     .. code-block:: python
+
         A = T.match_buffer(a, (128, 128), dtype="float32")
 
     Match buffer from Buffer subregion
+
     .. code-block:: python
+
         A = T.match_buffer(B[0:128, i * 128 : i * 128 + 128], (128, 128), 
dtype="float32")
 
     Parameters

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