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MosaicML's Naveen Rao on Making Custom LLMs More Accessible - Ep. 199

MosaicML's Naveen Rao on Making Custom LLMs More Accessible - Ep. 199

FromThe AI Podcast


MosaicML's Naveen Rao on Making Custom LLMs More Accessible - Ep. 199

FromThe AI Podcast

ratings:
Length:
31 minutes
Released:
Jul 11, 2023
Format:
Podcast episode

Description

Startup MosaicML is on a mission to help the AI community enhance prediction accuracy, decrease costs, and save time by providing tools for easy training and deployment of large AI models.

In this episode of NVIDIA's AI Podcast, host Noah Kravitz speaks with MosaicML CEO and co-founder Naveen Rao, about how the company aims to democratize access to large language models.

MosaicML, a member of NVIDIA's Inception program, has identified two key barriers to widespread adoption: the difficulty of coordinating a large number of GPUs to train a model and the costs associated with this process.

Making training of models accessible is key for many companies who need to control over model behavior, respect data privacy, and iterate fast to develop new products based on AI.
Released:
Jul 11, 2023
Format:
Podcast episode

Titles in the series (100)

One person, one interview, one story. Join us as we explore the impact of AI on our world, one amazing person at a time -- from the wildlife biologist tracking endangered rhinos across the savannah here on Earth to astrophysicists analyzing 10 billion-year-old starlight in distant galaxies to the Walmart data scientist grappling with the hundreds of millions of parameters lurking in the retailer’s supply chain. Every two weeks, we’ll bring you another tale, another 25-minute interview, as we build a real-time oral history of AI that’s already garnered nearly 3.4 million listens and been acclaimed as one of the best AI and machine learning podcasts. So whether you’re contending with challenges in marketing or mathematics, astrophysics or paleo history or just trying to find an automated way to sort out your kid’s growing Lego pile, listen in and get inspired.