MemotivaLLM Engineer Interview Questions: Choosing Between OpenAI, Anthropic, Open Source Models, and Self-Hosting

What is the difference between streaming and non-streaming LLM responses?

LLM Engineer Interview Questions: Choosing Between OpenAI, Anthropic, Open Source Models, and Self-Hosting

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What is the difference between streaming and non-streaming LLM responses?

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Non-streaming returns the entire response at once after generation completes. Streaming sends tokens as they are produced, giving the user immediate feedback. Streaming dramatically improves perceived latency and is essential for chat applications. Implementation uses server-sent events or WebSockets, and all major LLM APIs support streaming.
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