LiveUpdated 2026-09-19 18:39 UTC

🚨 YOUR AI MODEL IS ONLY AS FAST AS THE ENGINE SERVING IT.

Name: 🚨 YOUR AI MODEL IS ONLY AS FAST AS THE ENGINE SERVING IT.
Uploaded: 2026-09-14T13:29:31.000Z
Channel: Vikas gupta
Description: 🚨 YOUR AI MODEL IS ONLY AS FAST AS THE ENGINE SERVING IT. LMSYS is building one of the fastest open-source engines for serving LLMs and multimodal models. It’s called SGLang. Most people focus on which model to run. At scale, the harder question is: How do you serve that model fast enough without…

This is a dev post classified by Jev as Hosting & infra (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

🚨 YOUR AI MODEL IS ONLY AS FAST AS THE ENGINE SERVING IT. LMSYS is building one of the fastest open-source engines for serving LLMs and multimodal models. It’s called SGLang. Most people focus on which model to run. At scale, the harder question is: How do you serve that model fast enough without wasting GPU time? SGLang is built around that problem. → Low-latency, high-throughput LLM serving → RadixAttention for efficient prefix caching → Continuous batching to keep accelerators busy → Speculative decoding for faster generation → Prefill/decode disaggregation → Paged attention + chunke

Posted by Vikas gupta (11k followers) 5 days ago · 92 likes · 3.7k views · view the original post on X. Kept by the Dev Radar as Hosting & infra.

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