Umit Y. Ogras

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

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Alish Kanani (1)Sangwan Lee (1)Han Lyu (1)Jiahao Lin (1)

Papers (1)

Mar 16, 2026

Alish Kanani +51d ago

DUET: Disaggregated Hybrid Mamba-Transformer LLMs with Prefill and Decode-Specific Packages

Hybrid Mamba-Transformer LLMs get a 4x speed boost in time-to-first-token and 1.4x higher throughput thanks to a new disaggregated accelerator architecture tailored to prefill and decode phases.

Alish Kanani, Sangwan Lee, Han Lyu +3

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

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Umit Y. Ogras

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)