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Catalog record / Jan 2026

H³ models a hybrid HBM–HBF inference system

The paper evaluates a heterogeneous HBM-HBF design for serving large language models under memory-capacity and cost constraints.

Why it matters

It helps shift the central question from whether HBF replaces HBM to which data should live in each tier.

Exact source title

H³: Hybrid Architecture Using HBM and HBF for Cost-Efficient LLM Inference

Authors

Minho Ha, Euiseok Kim, Hoshik Kim

Tags

HBMheterogeneous memorycostLLM inference

Reading rule

This record preserves the source's maturity label. A roadmap, research result, or announced specification should not be treated as independent evidence of shipping hardware.