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[FlashCheckpoint] support EMA#9815

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Meiyim wants to merge 4 commits intoPaddlePaddle:incubate/paddlenlp-fleetyPaddlePaddle/PaddleNLP:incubate/paddlenlp-fleetyfrom Meiyim:fc-emaMeiyim/PaddleNLP:fc-emaCopy head branch name to clipboard

+461-139

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Commits on Jan 23, 2025

• [FlashCheckpoint] support EMA

  Meiyim

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  5f7a282

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• support non-pp

  Meiyim

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  94246f6

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Commits on Jan 31, 2025

• refactor: move [flash checkpoint manager] to callback

  Meiyim

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  4c15ff2

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Commits on Feb 6, 2025

• [flashcheckpoint] fix save under dp_degree > 1 with use-expert-parallel

  Meiyim

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  c5e8642

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