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Shreyas Subramanian | Lattice

Shreyas Subramanian

Amazon Web Services

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Inference & Quantization (1)Scaling Laws & Emergent Abilities (1)Training Efficiency & Optimization (1)

Frequent co-authors

S. Subramanian (1)Adewale Akinfaderin (1)Akarsha Sehwag (1)

Papers (1)

Jul 9, 2026

Amazon Science4d ago

Super Weights in LLMs and the Failure of Selective Training

Targeting Super Weights in LLMs can lead to performance collapse, challenging assumptions about parameter importance and trainability.

S. Subramanian, Shreyas Subramanian, Adewale Akinfaderin +1

Inference & Quantization Scaling Laws & Emergent Abilities Training Efficiency & Optimization