4.6 • 604 Ratings
🗓️ 10 July 2023
⏱️ 93 minutes
🧾️ Download transcript
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
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0:00.0 | Programming Throwdown Episode 161. |
0:18.7 | Leveraging Generative AI models with Higai Lopesco. |
0:22.5 | Take it away, Jason. |
0:24.6 | Hey, everybody. |
0:25.6 | So, you know, we have seen so many AI hype cycles around so many different areas, right? |
0:32.0 | We've seen self-driving cars was a big deal in 2009, if people remember that. |
0:37.9 | At the time, Ray Kurzweil has been talking about the singularity forever. |
0:41.7 | Oh, there was even beyond AI, there was Bitcoin and Web3 and all of that. |
0:46.6 | And Patrick and I, we've had folks on, but ourselves, like, I haven't, like, I've kept a little bit of an arm's reach from like the latest shiny object |
0:54.5 | syndrome but I think generative AI is amazing I'll be I'll just put it out there I don't think |
1:00.8 | it's singularity AGI type stuff but I do think that there's a tremendous opportunity to |
1:07.7 | create value with generative AI I've been really excited about it. I've been diving deep |
1:12.3 | into the literature and, you know, also, yeah, applications. And I know a lot of other folks |
1:19.1 | have too. It's a really exciting area. It's an area that I'm pretty excited about as well. |
1:24.4 | And I'm super excited to have Hagaa Lebesco on the show. He's the VP of |
1:30.6 | engineering at Mosaic ML. So thanks for coming on this show, Hagi. Hey, Jason. Hey, Patrick. Thanks for |
1:38.7 | having me. Cool. So we'll definitely dive into generative AI and how folks can use it at home or at their |
1:46.4 | business. But let's start off by talking a little bit about you. What's your background? |
1:50.9 | What was the path that you took that brought you to Mosaic? |
1:55.0 | Yeah. So I'm currently the VP of Engineering at Mosaic M, and I guess we'll probably touch on Mosaic |
2:01.6 | ML a bit later on. But I really started my career a while back now. If there's been video, |
2:08.3 | you could have seen all my gray hair. So, but I started my career as an engineer, you know, |
... |
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