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Efficient LLM inference on CPU: the approach explained

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In the previous article I presented you a new inference engine, Neural Speed, that demonstrates incredible performance and that can run proficiently on consumer-grade CPU, without the need for expensive graphic cards or other dedicated resources.

Before proceeding in taking a deep dive into the advanced features of Neural Speed, it makes sense to take a seat and try to understand how it works under the hood. So, the intention of this article is to directly report a few concepts from the original documentation of Neural Speed.
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