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Swathika N | Lattice

Swathika N

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Ramprasath Ganesaraja (1)Sahil Dilip Panse (1)

Papers (1)

Jun 16, 2026

EdgeVerve Systems Limited3w ago

Ternary Mamba: Grouped Quantization-Aware Training of W1.58A16 State Space Models

Ternary SSMs can achieve competitive performance without the costly overhead of from-scratch training, slashing token requirements by 1,000x.

Ramprasath Ganesaraja, Sahil Dilip Panse, Swathika N

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Training Efficiency & Optimization