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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

S. Dwarkadas

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Tailoring LLM Weight Compression For PIM Architectures

This work investigates lightweight BF16 weight compression schemes tailored for PIM-based LLM inference by focusing on exponent-oriented compression methods that exploit the locality and redundancy present in BF16 exponent fields.

Sabiha Tajdari, Akhil Shekar, Kevin Skadron et al. · 0 citations

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