El Reg's 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....