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* add mpt-30b doc * add tunableop note * update MPT doc * add section * update wordlist * fix flash attention version * update "applies to" * address review feedback * Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> * Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> * Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com> * update docker details to pytorch-training-v25.5 * update --------- Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>