infrastructure#llm📝 BlogAnalyzed: Jan 26, 2026 18:32

Revolutionary AI Inference Runtime Promises Lightning-Fast LLM Activation

Published:Jan 26, 2026 18:18
1 min read
r/mlops

Analysis

This is exciting news! A new inference runtime is promising to cold start 70B [Large Language Model (LLM)] models in just over a second on H100s. The ability to scale to zero between calls is a game-changer for spiky workloads, opening up new possibilities for [Agentic] applications.

Reference / Citation
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"We’ve built an inference runtime that can cold start ~70B models in ~1–1.5s on H100s and fully scale to zero between calls."
R
r/mlopsJan 26, 2026 18:18
* Cited for critical analysis under Article 32.