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How to Run Open-Source LLM Inference on Crusoe from Saturn Cloud

A guide to running open-source LLM inference – Llama 3.3, DeepSeek, Qwen, and more – from Saturn Cloud using Crusoe’s Managed Inference API. Covers how Crusoe’s MemoryAlloy engine uses a cluster-wide KV cache to reduce time-to-first-token and cut redundant compute on prefix-heavy workloads, with working Python code for chat completions, streaming, document QA, multi-turn conversations, and batch jobs.