Reduce and tighten comments and docstrings across the test suite (#6429)

* Reduce and tighten comments and docstrings in tests

Shorten verbose comments and docstrings across the test suite without
changing any test logic. Remove narration that restates the next line,
collapse long module and test docstrings to a single line, and drop banner
separators. Keep regression context (issue and PR references, run ids),
skip reasons, mocking and timing rationale, license headers, lint and type
directives, and commented-out code.

Comments and docstrings only: an AST signature check confirms no code,
assertions, or string literals changed, and the suite byte-compiles cleanly.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

tests/utils/data_utils.py

@@ -56,12 +56,7 @@ def describe_param(
     include_infinity: bool = False,
     as_str: bool = True,
 ) -> dict:
-    """
-    Statistical summary (shape, mean, std, min/max, percentiles) of a tensor.
-
-    Optionally includes L1/L2/infinity norms. Returns a formatted string when
-    as_str is True, else a dict.
-    """
+    """Statistical summary of a tensor (optional L1/L2/inf norms); string if as_str else dict."""
 
     param = param.float()
     summary = {