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If a simple prompt doesn’t produce a satisfactory reaction with the LLMs, we must always give the LLMs unique instructions.LLMs require intensive computing and memory for inference. Deploying the GPT-three 175B model needs no less than 5x80GB A100 GPUs and 350GB of memory to keep in FP16 format [281]. Such demanding prerequisites for deploying L