<em>El Reg's</em> essential guide to deploying LLMs in production

Running GenAI models is easy. Scaling them to thousands of users, not so much Hands On  You can spin up a chatbot with Llama.cpp or Ollama in minutes, but scaling large language models to handle real workloads – think multiple users, uptime guarantees, and not blowing your GPU budget – is a very different beast.…

Apr 22, 2025 - 12:46
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<em>El Reg's</em> essential guide to deploying LLMs in production

Running GenAI models is easy. Scaling them to thousands of users, not so much

Hands On  You can spin up a chatbot with Llama.cpp or Ollama in minutes, but scaling large language models to handle real workloads – think multiple users, uptime guarantees, and not blowing your GPU budget – is a very different beast.…