BitMoD quantizes LLM weights to 3-4 bits using per-group custom floating-point formats with a repurposed zero value, and accelerates them with a bit-serial PE and dequantization unit.
Bit-pragmatic deep neural network computing,
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BitMoD: Bit-serial Mixture-of-Datatype LLM Acceleration
BitMoD quantizes LLM weights to 3-4 bits using per-group custom floating-point formats with a repurposed zero value, and accelerates them with a bit-serial PE and dequantization unit.