AIBullisharXiv – CS AI · 15h ago6/10
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Pair-In, Pair-Out: Latent Multi-Token Prediction for Efficient LLMs
Researchers propose PIPO (Pair-In, Pair-Out), a novel technique that combines input compression and multi-token prediction to accelerate large language model inference. The method eliminates expensive verification steps while achieving up to 2.64x speedups in first-token latency and demonstrating significant improvements on reasoning benchmarks.