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郭晓东:我以前是种地的,扛着锄头走在田埂上,今天居然能够走到红毯上,我很骄傲,也很自豪。那一瞬间,感觉我是从童话世界里走出来的,做了童话的男主人公,无比幸福。从此以后,我就更加深深地爱上了电影。当时我对自己的表演还是有些不自信,感谢那几块红地毯,让我在上面丈量了我人生的长度,也累积了很多自信。

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In voice systems, receiving the first LLM token is the moment the entire pipeline can begin moving. The TTFT accounts for more than half of the total latency, so choosing a latency-optimised inference setup like Groq made the biggest difference. Model size also seems to matter: larger models may be required for some complex use cases, but they also impose a latency cost that's very noticeable in conversational settings. The right model depends on the job, but TTFT is the metric that actually matters.

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