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RuleMem's innovative approach to active memory management leads to a staggering 54.3% improvement in conversational accuracy by transforming dialogue history into reusable logical rules.
Fine-tuning low-bit models can be both efficient and deployment-faithful, thanks to a new optimization technique that leverages code surrogate gradients.