[Distributed] refine training_pipeline_step to avoid memory leaks#11107

tianshuo78520a merged 1 commit intoPaddlePaddle:incubate/paddlenlp-fleety_20250421PaddlePaddle/PaddleNLP:incubate/paddlenlp-fleety_20250421from

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