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#bit-flip

2 stories this week · 2 this month · 2 in 6 months · mostly AI

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Relatederror-correcting-codes1 fault-tolerance1 gpu1 llm-inference1 model-weights1 quantization1 rowhammer1 triton1

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arXiv cs.CR3d ago

Rowhammer bit-flip in Triton slows or corrupts LLM inference

LLVMhammer raised single-GPU latency 4-16% on four models and could cut BERTScore to 25%.

rowhammer triton

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arXiv cs.CR5d ago

LEAN regularizer reshapes weight sensitivity to cut bit-flip damage

Ten epochs shrink the sensitive tail 5 to 13 times on nine vision models while staying within 0.5 accuracy points.

bit-flip fault-tolerance