Tag: continuous batching
Batched Generation in LLM Serving: How Request Scheduling Impacts Performance
Explore how batched generation and request scheduling optimize LLM serving. Learn the difference between static and continuous batching and how PagedAttention boosts GPU efficiency.
- Apr 17, 2026
- Collin Pace
- 10
- Permalink
Transformer Efficiency Tricks: KV Caching and Continuous Batching in LLM Serving
KV caching and continuous batching are essential for efficient LLM serving. They reduce compute by 90% and boost throughput 3.8x, making long-context responses feasible. Without them, deploying LLMs at scale is prohibitively expensive.
- Mar 22, 2026
- Collin Pace
- 8
- Permalink