Darya Rudas

BRAIn Lab

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Inference & Quantization (1)Reasoning & Chain-of-Thought (1)

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Ekaterina Alimaskina (1)Denis Shveykin (1)Gleb Molodtsov (1)Pavel Vasiliev (1)

Papers (1)

Jun 1, 2026

BRAIn LabJun 1, 2026·also Yandex Research

Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery

Aggressive 2-bit inference can backfire, leading to longer reasoning traces and accuracy drops, but targeted recovery methods can reverse this trend dramatically.

Ekaterina Alimaskina, Darya Rudas, Denis Shveykin +3

Inference & Quantization Reasoning & Chain-of-Thought

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Darya Rudas

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)