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Ian W. Kennedy

1 paper hereh-index 212 citations7 works total

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  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.CL1

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collaborators

1 paper

cs.CL2026

Initialisation Determines the Basin: Efficient Codebook Optimisation for Extreme LLM Quantization

Ian W. Kennedy, Nafise Sadat Moosavi

Additive quantization enables extreme LLM compression with O(1) lookup-table dequantization, making it attractive for edge deployment. Yet at 2-bit precision, it often fails catast…

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