Tag: SGLang

2 articles

• VLM Serving in Production: Stabilizing Image & Video Inference with Vision Token Budgets

  A systematic guide to production VLM serving: image/video input governance, vision token budgets, preprocessing queues, cost control, and a go-live checklist for stable multimodal inference.

  07/02/2026 VLM / LLM Serving / Multimodal AI / Vision Token Budget / Multimodal Inference / Inference / Vision Token / vLLM / SGLang

• KV Cache Reuse in Practice: Prefix Caching, Offloading, and Long-Context Cost Management

  A systematic guide to KV Cache reuse for long-context LLM serving: Prefix Caching, RadixAttention, multi-tier offloading, hit rate, latency, cost, and production checklists.

  06/29/2026 LLM Inference / KV Cache / Prefix Caching / vLLM / SGLang