2min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Large models on CPUs

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

How to Optimize a Large Language Model

The biggest gap in terms of trying to get people off of GPUs on a CPU is the model optimization that needs to take place first. That's what we've been also specializing on at neural magic, making all the research that we're doing into open source and building out a SaaS platform so everyone can easily play with high parameters. And I'll take two steps to doing that. One is just covering kind of the 90, 95% class, at least where we've been able to get to on those. The second is looking specifically at large language models.

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