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

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Ikenna Nwozo

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Book Open access Aug 2026

Codebook-Based Acceleration for Ternary Language Model Inference

TERINT-GEMV is designed, a multiplier-free bit-serial accelerator that ingests the 6-bit indices directly through an on-chip lookup table, computing ternary × INT8 dot products with dynamic zero-skipping.

T. Pereira, Ikenna Nwozo, Sharon Hu et al. · 0 citations