第三阶段开展虚假宣传背书：通过购买国际奖项、雇佣外籍人士冒充专家、结合明星带货等方式强化进口形象，掩盖产品资质缺陷。
We initialize the kv-press-text-generation pipeline and configure it differently depending on whether GPU support is available. We define the helper functions that measure CUDA memory usage, reset peak memory, extract answers from model outputs, and run a single generation pass cleanly. This part provides the reusable execution logic that powers the rest of the tutorial and enables us to compare baseline inference with KV cache compression.
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