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   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: [email protected]   You can also follow Programming Throwdown on  Facebook | Apple Podcasts | Spotify | Player.FM | Youtube   Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★