Efficient management of attention key and value memory with PagedAttention
Log probs
vLLM v0.6.0: 2.7x Throughput Improvement and 5x Latency Reduction
TL;DR: vLLM achieves 2.7x higher throughput and 5x faster TPOT (time per output token) on Llama 8B model, and 1.8x higher throughput and 2x less TPOT on Llama 70B model.
https://blog.vllm.ai/2024/09/05/perf-update.html

Seonglae Cho