AI article
Why KV-Cache Memory Tricks — Not New Math — Drove This Week's Biggest Inference Wins
Community description: LLM inference digest (Oct 28–Nov 4, 2026): elastic KV-cache offloading, MoE-tuned speculative decoding, and day-0 serving for Mistral Large 4.
Dev.to | Nov 4, 2026 | Felipe 0liveira
Automated excerpt
Rimuru: Unified Memory Management for Modern LLM Serving via Elastic Expert Offloading — up to 19x throughput by merging KV cache and expert-weight memory into one pool. Day 0 support for Mistral Large 4 on vLLM — speculative decoding, NVFP4, and KV offload shipped for a 1T-param model on release day. HybridSpec: Throughput-Aware Speculative Decoding for Hybrid GDN-MoE Models — speculative decoding re-tuned for hybrid MoE architectures.
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