Ayushi Dalmia

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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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Igor Fedorov (1)Andrey Gromov (1)B. Beckerman (1)Naveen Suda (1)

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Mar 16, 2026

Meta AI2w ago·also Mila

MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale

Forget exotic attention mechanisms – MobileLLM-Flash achieves up to 1.8x faster LLM prefill on mobile CPUs by smartly pruning and adapting existing architectures for on-device use.

Igor Fedorov, Andrey Gromov, B. Beckerman +12

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

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Ayushi Dalmia

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)