Abstract: DNA computing has proven to possess strong parallel processing capabilities, offering notable advantages for multi-objective computation. Traditional, complex nonlinear DNA molecular logic ...
6d
Researchers baked 3x inference speedups directly into LLM weights — without speculative decoding
Researchers from the University of Maryland, Lawrence Livermore, Columbia and TogetherAI have developed a training technique that triples LLM inference speed without auxiliary models or infrastructure ...
Abstract: The objective of our research is to create efficient methods and tools for the quick and thorough assessment of emerging digital circuit devices, facilitating the adoption of promising ones.
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