# Palo Alto Networks explains serving small language models with SGLang for threat detection

> Original title: 3 | @PaloAltoNtwks

- Source: LMSYS Org
- Published: 2026-11-04T22:36:22.000Z
- Bad Influence: https://badinfluence.news/items/bcslt7nc9p4nt86wogsqxecck
- Original: https://x.com/lmsysorg/status/2118110129749148119

## Summary

Palo Alto Networks authors Zhemin Su and Matthew Schulz describe serving small language models with SGLang for malicious traffic detection. The post focuses on low-latency, high-throughput serving for real-time threat detection.

## Post

3 | @PaloAltoNtwks 
Serving Small Language Models with SGLang for Malicious Traffic Detection

Zhemin Su & Matthew Schulz on low-latency, high-throughput SLM serving for real-time threat detection.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHWUAtrMboAAWorM.jpg&mode=thumb&exp=1794096000&sig=a1a81920694430ac)