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[Feature] Support for RLM via REPL #4279

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Motivation

Could LMdeploy implement RLM to improve context window management?

It is the hot topic right now after the MIT paper - https://arxiv.org/html/2512.24601v1

It would differentiate LMDeploy especially for resource constrained systems.

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