Data Science at Home

Run massive models on crappy machines (Ep. 279)


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AI shouldn’t be limited to those with access to expensive hardware. This episode explores how to break down barriers by running massive AI models on "crappy machines"—affordable, low-spec devices. Clever techniques like quantization, pruning, model distillation might not be enough.

With edge offloading, we can make state-of-the-art AI accessible to hobbyists, researchers, and innovators everywhere.

By democratizing AI, we can empower individuals and small teams to experiment, create, and solve problems without needing deep pockets or enterprise-grade resources.

 

AI for everyone, on everything. Let’s make it happen.

 

 

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📩 Newsletter: https://datascienceathome.substack.com

🎙 Podcast: Available on Spotify, Apple Podcasts, and more.

🐦 Twitter: @DataScienceAtHome

📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/

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LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

Discord Channel: https://discord.gg/4UNKGf3

 

NEW TO DATA SCIENCE AT HOME?

Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

 

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Data Science at HomeBy Francesco Gadaleta

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