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 Introductions00:02:09 Hagay’s circuitous career journey00:08:25 Building software for large factories00:17:30 The reality of new technologies00:28:10 AWS00:29:33 Pytorch’s leapfrog advantage00:37:24 MosaicML’s mission00:39:29 Generative AI00:44:39 Giant data models00:57:00 Data access tips01:10:31 MPT-7B01:27:01 Careers in Mosaic01:31:46 FarewellsResources mentioned in this episode:<a href="https://www.patreon.com/programmingthrowdown?ty=h">Join the Programming Throwdown Patreon community today</a>: <a href="https://www.patreon.com/programmingthrowdown?ty=h">https://www.patreon.com/programmingthrowdown?ty=h</a> Subscribe to the podcast on Youtube: <a href="https://www.youtube.com/@programmingthrowdown4793">https://www.youtube.com/@programmingthrowdown4793</a> Links:<ul>
<li>Hagay Lupesko:<ul>
<li>Linkedin: <a href="https://www.linkedin.com/in/hagaylupesko/">https://www.linkedin.com/in/hagaylupesko/</a>
</li>
<li>Twitter: <a href="https://twitter.com/hagay_lupesko">https://twitter.com/hagay_lupesko</a>
</li>
<li>Github: <a href="https://github.com/lupesko">https://github.com/lupesko</a>
</li>
</ul>
</li>
<li>MosaicML:<ul>
<li>Website: <a href="https://www.mosaicml.com/">https://www.mosaicml.com/</a>
</li>
<li>Careers: <a href="https://www.mosaicml.com/careers">https://www.mosaicml.com/careers</a>
</li>
<li>Twitter: <a href="https://twitter.com/MosaicML">https://twitter.com/MosaicML</a>
</li>
<li>Linkedin: <a href="https://www.linkedin.com/company/mosaicml/">https://www.linkedin.com/company/mosaicml/</a>
</li>
</ul>
</li>
<li>Others:<ul>
<li>Amp It Up (Amazon): <a href="https://www.amazon.com/Amp-Unlocking-Hypergrowth-Expectations-Intensity/dp/1119836115">https://www.amazon.com/Amp-Unlocking-Hypergrowth-Expectations-Intensity/dp/1119836115</a>
</li>
<li>Hugging Face Hub: <a href="https://huggingface.co/">https://huggingface.co/</a>
</li>
</ul>
</li>
</ul> If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: <a href="https://www.programmingthrowdown.com/">https://www.programmingthrowdown.com/</a> Reach out to us via email: <a href="mailto:programmingthrowdown@gmail.com">programmingthrowdown@gmail.com</a> You can also follow Programming Throwdown on <a href="https://www.facebook.com/ProgrammingThrowdown/">Facebook</a> | <a href="https://podcasts.apple.com/us/podcast/programming-throwdown/id427166321">Apple Podcasts</a> | <a href="https://open.spotify.com/show/274Z0vXSCYxddYGj2hLJ8r">Spotify</a> | <a href="https://player.fm/series/programming-throwdown">Player.FM </a>| <a href="https://www.youtube.com/@programmingthrowdown4793">Youtube</a> Join the discussion on our <a href="https://discord.com/invite/r4V2zpC">Discord</a>Help support Programming Throwdown through our <a href="https://www.patreon.com/programmingthrowdown">Patreon</a>

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