2min chapter

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

Large models on CPUs

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

The Importance of Smaller Models in Neural Magic

Everybody's very excited about sparsity specifically, mainly because you can turn these large models and get rid of up to 95, even 97% of the weights are actually useless in these. Obviously, you can use that for a lot of efficiencies around performance and energy. And that's specifically where we've been focusing in at neural magic and what I've beenocusing in on my work. Generally, there's going to be two cases that we're looking at in terms of deployment.

00:00

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode