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HBF memory system HBFlex, a full-HBF memory system with coordinated optimizations for KV reads, writes, and reclamation, is presented, benefiting from higher HBF bandwidth and more efficient management of dynamic KV-cache reads, writes, and erases.
Multi-FPGA partitioning gets a 52% communication efficiency boost and 11x speedup by explicitly optimizing for network topology and logic replication, blowing away prior art.
Achieve practical FHE inference for Llama-3-8B with sub-100 second token generation by cleverly integrating KV caching, leaving prior art in the dust.
