Shipping a Trillion Parameters With a Hub Bucket: Delta Weight Sync in TRL
Hugging Face Blog4280 字 (约 18 分钟)
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By using the Delta Weight Sync technique, Hugging Face solves the problem of weight synchronization in asynchronous reinforcement learning, reducing transmission volume from TB to MB.
入选理由:异步 RL 中,每次训练步骤都需要将整个模型传输给推理引擎,导致大量资源浪费。
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