Evidence receipt / belief
Published · transcript-backedVarun Mohan: belief
2 Mar 2023 Latent Space 97% Cheaper, Faster, Better, Correct AI — with Varun Mohan of Codeium
“You want a base model that's still really good and that's probably trained on normal text, like a lot of different content. But I think probably one thing that old school machine learning, even though I'm like the kind of person that says a lot of old school machine learning is just gonna die, is that training on a high quality data set for your workload is, is always gonna yield better results and more, more predictable results.”
Source trail
Everything needed to verify it.
- Speaker
- Varun Mohan
- Attribution
- Verified speaker
- Claim type
- belief
- Recorded
- 2 Mar 2023
- Publisher
- Latent Space
Transcript context
…probably true. The observation is I feel like you have a bias to its domain specific. , whereas most research is skewed towards, uh, general models, general purpose models. I don't know if there's like a, a deeper insight here that you wanna go into or, or not, but like, train on all the things, get all the data and you're like, no, no, no. Everyone needs like customized per task, uh, data set. Yeah. I think I'm not gonna. Say that general intelligence is not good. You want a base model that's still really good and that's probably trained on normal text, like a lot of different content. But I think probably one thing that old school machine learning, even though I'm like the kind of person that says a lot of old school machine learning is just gonna die, is that training on a high quality data set for your workload is, is always gonna yield better results and more, more predictable results. And I think we are under no illusions that that's not the case. Basical. And then the other observation is bandwidth and connectivity, uh, which is not something that people usually think about, but apparently is a, is a big deal. Apparently training agreed in the synchronous needs, high GPU coordination. These are deleted notes from Sam Altman talking about how they think about training and I was like, oh yeah, that's an insight. And…
Stored transcript either side of the excerpt. The highlighted words are the published quote; the surrounding text is unedited source, never generated.