VitaLLM delivers 70.7 tokens/s decoding in a 0.223 mm² TSMC 16 nm chip at 66 mW with a figure-of-merit of 17.4 TOPS/mm²/W by combining TINT cores, BoothFlex attention, leading-one prediction, and dependency-aware scheduling.
Tom: A ternary read-only memory accelerator for llm-powered edge intelligence
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VitaLLM: A Versatile, Ultra-Compact Ternary LLM Accelerator with Dependency-Aware Scheduling
VitaLLM delivers 70.7 tokens/s decoding in a 0.223 mm² TSMC 16 nm chip at 66 mW with a figure-of-merit of 17.4 TOPS/mm²/W by combining TINT cores, BoothFlex attention, leading-one prediction, and dependency-aware scheduling.