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[PyTorch] Update docs/example and benchmarks/ scripts (NVIDIA#1075)
* update example/benchmark scripts Signed-off-by: Charlene Yang <[email protected]> * fix head_dim after MLA Signed-off-by: Charlene Yang <[email protected]> * update notebook Signed-off-by: Charlene Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Charlene Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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