M6.5 - Multi-Adapter Serving: Kernels, Residency, Batching, and KV Compatibility
A systems study of serving many LoRA adapters over one base model: heterogeneous batching, segmented kernels, paging, residency, merge and hotswap semantics, request/KV compatibility, scheduling, observability, and failure recovery.