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The article analyzes the cost and latency trade-offs of serving Llama-2-70B compared to GPT-3.5-turbo, concluding that Llama-2 is over 3x cheaper for prompt tokens but more expensive for completion to…

Prompting large language models should be called "prompt design" rather than "prompt engineering," drawing a direct analogy to web design. It highlights similarities such as the need for clarity, hand…