AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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OMP-MoE, a novel training-free compression framework for reducing expert redundancy in MoE-based LLMs by reformulate the pruning problem as a sparse signal reconstruction task solved through Orthogonal Matching Pursuit.
ReCo (Reward-Coordinated Compression), a step-wise framework in which a lightweight process-reward estimator scores each completed step and drives three components: reward-adaptive KV-cache compression that shrinks the retained cache harder at high-reward steps and less at low-reward ones, and a confidence-based early...
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