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Currently Playing: 161: Leveraging Generative AI Models with Hagay Lupesko

MosaicML’s VP Of Engineering, Hagay Lupesko, joins us today to discuss generative AI!  We talk about how to use existing models as well as ways to finetune these models to a particular task or domain.   00:01:28 Introductions 00:02:09 Hagay’s circuitous career journey 00:08:25 Building software for large factories 00:17:30 The reality of new technologies 00:28:10 AWS 00:29:33 Pytorch’s leapfrog advantage 00:37:24 MosaicML’s mission 00:39:29 Generative AI 00:44:39 Giant data models 00:57:00 Data access tips 01:10:31 MPT-7B 01:27:01 Careers in Mosaic 01:31:46 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today (https://www.patreon.com/programmingthrowdown?ty=h) : https://www.patreon.com/programmingthrowdown?ty=h   Subscribe to the podcast on Youtube: https://www.youtube.com/@programmingthrowdown4793   Links: • Hagay Lupesko: • Linkedin: https://www.linkedin.com/in/hagaylupesko/ • Twitter: https://twitter.com/hagay_lupesko • Github: https://github.com/lupesko • MosaicML: • Website: https://www.mosaicml.com/ • Careers: https://www.mosaicml.com/careers • Twitter: https://twitter.com/MosaicML • Linkedin: https://www.linkedin.com/company/mosaicml/ • Others: • Amp It Up (Amazon): https://www.amazon.com/Amp-Unlocking-Hypergrowth-Expectations-Intensity/dp/1119836115 • Hugging Face Hub: https://huggingface.co/   If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/   Reach out to us via email: programmingthrowdown@gmail.com (mailto:programmingthrowdown@gmail.com)   You can also follow Programming Throwdown on  Facebook (https://www.facebook.com/ProgrammingThrowdown/) | Apple Podcasts (https://podcasts.apple.com/us/podcast/programming-throwdown/id427166321) | Spotify (https://open.spotify.com/show/274Z0vXSCYxddYGj2hLJ8r) | Player.FM (https://player.fm/series/programming-throwdown) | Youtube (https://www.youtube.com/@programmingthrowdown4793)   Join the discussion on our Discord (https://discord.com/invite/r4V2zpC) Help support Programming Throwdown through our Patreon (https://www.patreon.com/programmingthrowdown) ★ Support this podcast on Patreon ★ (https://www.patreon.com/programmingthrowdown)