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It's funny how discoveries in NLP & computer vision complement each other. The replacement of multiplication by additions made me think about the AdderNet paper
by fgfm 3y ago
It's funny how discoveries in NLP & computer vision complement each other. The replacement of multiplication by additions made me think about the AdderNet paper (https://arxiv.org/abs/1912.13200 https://arxiv.org/abs/1912.13200), which concluded as you had to suffer almost no performance drop.
Perhaps the accumulators in current hardware cannot leverage this to its full potential, but combined with such a strict quantization, this would open LLM to the wider ML community much earlier than expected (when consumer hardware allows you to train near SOTA LLMs from scratch on your machine).