vLLM Integrates TileRT for Low-Latency Decoding
vLLM Blog · rss · 2026-07-14
The vLLM Blog introduces the vLLM x TileRT combination: combining vLLM's prefill with TileRT's decode to form a dedicated low-latency decode engine.
Key Points
- TileRT is integrated via vLLM V1's connector interface.
- Coexistence under the same serving layer: retaining vLLM's native decode while switching to TileRT's specialized decode.
- Goal: lower latency during decode, without modifying vLLM itself.
This is essentially modular optimization in the inference stack: prefill continues with vLLM, decode goes to an engine better suited for latency-critical paths.
More from Infra
- LLM Serving Metrics Thread: Why TPOT and Uptime Make or Break User Experience — abhijithneil · 2026-09-11
- PlanetScale launches sharded Postgres: 768 servers acting as one, 1PB scale — dhruv2038 · 2026-09-11
- Can a 7900 XTX 24GB run Qwen locally? Reddit seeks ROCm tok/s benchmarks — thenomadexplorerlife · 2026-09-11
- RTK Terminal Compression Cuts Tokens but Leaves Your AI Coding Bill Unchanged — Bartaseth · 2026-09-11
- SF Compute founder: buying compute is 'an absolutely awful experience' right now — IgorCarron · 2026-09-11
- SmolVM open-sources persistent computer infrastructure for agents that outlive chat sessions — aniketmaurya · 2026-09-11