Luka Ribar

SparQ Attention: Bandwidth-Efficient LLM Inference

The computational difficulties of large language model (LLM) inference remain a significant obstacle to their widespread deployment. The need for many applications to support long input sequences and process them in large batches typically causes token-generation to be bottlenecked by data transfer.…