Compaq famously released a 386-based PC in 1986, forcing IBM to do the same within 12 months. By then, IBM was in no position to demand Intel license the 386 to second sources like AMD. All IBM could do was use its existing agreements to make Intel processors itself, in effect, being its own second source.
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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.,推荐阅读51吃瓜获取更多信息
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