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Mikhail Parakhin

Published podcast speaker

Claims
12
Episodes
1
Shows
1
Named items
0

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What Mikhail said.

12 transcript-backed records

01 / evaluation

Uh, so it actually, in terms of the overall time to deploy, it’s total time savings if you spend more time on a longer model, like thinking for an hour, because then, then you, you don’t have to spend all that time during testing and rolling, you know, rolling back the deployment.

“Uh, so it actually, in terms of the overall time to deploy, it’s total time savings if you spend more time on a longer model, like thinking for an hour, because then, then you, you don’t have to spend all that time during testing and rolling, you know, rolling back the deployment.”
Publisher
Latent Space

02 / belief

I think Andre really deserves a lot of credit for popularizing this approach. This is, uh, this is incredibly, I think, powerful and cool and You know, the, uh, even him, him just mentioning it led to a lot of gains in a lot of places in the industry, so we should be thankful.

“I think Andre really deserves a lot of credit for popularizing this approach. This is, uh, this is incredibly, I think, powerful and cool and You know, the, uh, even him, him just mentioning it led to a lot of gains in a lot of places in the industry, so we should be thankful.”
Publisher
Latent Space

03 / belief

I think, I think on UCP, you know, like UCP is very important for us and, and it just we are-- UCP, we have a structured, uh, discussions, and you can read about them, and we have, uh, blog posts, and we have a big release this week, in fact, like with our catalog.

“I think, I think on UCP, you know, like UCP is very important for us and, and it just we are-- UCP, we have a structured, uh, discussions, and you can read about them, and we have, uh, blog posts, and we have a big release this week, in fact, like with our catalog.”
Publisher
Latent Space

04 / belief

I think that’s why we wanted to even, uh, cover them today is because this is something that if you go back even, you know, five years ago, would’ve been unthinkable.

“I think that’s why we wanted to even, uh, cover them today is because this is something that if you go back even, you know, five years ago, would’ve been unthinkable.”
Publisher
Latent Space

05 / uncertainty

I don’t know if, uh, you know, for our statisticians among us, I couldn’t believe, but we-- recently we’re looking at it, and we had to bring back, uh, CRPs, you know, Chinese restaurant process.

“I don’t know if, uh, you know, for our statisticians among us, I couldn’t believe, but we-- recently we’re looking at it, and we had to bring back, uh, CRPs, you know, Chinese restaurant process.”
Publisher
Latent Space

06 / evaluation

I, I think everybody right now is just trying to keep their head above the water ‘cause, ‘cause there, there’s so many PRs and then everybody’s CICD pipelines start creaking, the, the times are increasing, the number of bugs slipping by increasing, and you have to, have to clap on down.

“I, I think everybody right now is just trying to keep their head above the water ‘cause, ‘cause there, there’s so many PRs and then everybody’s CICD pipelines start creaking, the, the times are increasing, the number of bugs slipping by increasing, and you have to, have to clap on down.”
Publisher
Latent Space

07 / prediction

Lines of codes are exploding for everybody right now, or partially because AI is really mover balls, but partially just because AI can write a lot more code, you know, doesn’t get tired.

“Lines of codes are exploding for everybody right now, or partially because AI is really mover balls, but partially just because AI can write a lot more code, you know, doesn’t get tired.”
Publisher
Latent Space

08 / evaluation

You want to, to be able to get the image like of what humans will see because you wanna, uh, detect effects like, “Hey, if I make my images larger, will I have more sales or l- uh, fewer sales?” And like usually people’s intuition here, by the way, is that I increase my images, I will have more because they look nicer.

“You want to, to be able to get the image like of what humans will see because you wanna, uh, detect effects like, “Hey, if I make my images larger, will I have more sales or l- uh, fewer sales?” And like usually people’s intuition here, by the way, is that I increase my images, I will have more because they look nicer.”
Publisher
Latent Space

09 / preference

At peer review tool, uh, time, you want to run the largest models. That means, I don’t know, Codex or, or, uh, Cloud Code is not gonna cut it.

“At peer review tool, uh, time, you want to run the largest models. That means, I don’t know, Codex or, or, uh, Cloud Code is not gonna cut it.”
Publisher
Latent Space

10 / evaluation

Like in general, it’s basically on par with transformers, and if you do hybrids with transformers, it’s, it’s even better. That’s why we at Shopify, when we tried multiple and we constantly try multiple models, multiple companies, we found that for small, particularly with low latency applications, when you have low latency and/or if you need longer context lengths, liquid was the best.

“Like in general, it’s basically on par with transformers, and if you do hybrids with transformers, it’s, it’s even better. That’s why we at Shopify, when we tried multiple and we constantly try multiple models, multiple companies, we found that for small, particularly with low latency applications, when you have low latency and/or if you need longer context lengths, liquid was the best.”
Publisher
Latent Space

11 / recommendation

” We then morphed it into, and very recently just released it, when you have just your site, your theme, we run over it and we say, “Hey, here’s what predicted values of, of, uh, uh, conversions are, and here’s how we think you should modify it to increase your conversions.

“” We then morphed it into, and very recently just released it, when you have just your site, your theme, we run over it and we say, “Hey, here’s what predicted values of, of, uh, uh, conversions are, and here’s how we think you should modify it to increase your conversions.”
Publisher
Latent Space

12 / commitment

We run it at, uh, thirty milliseconds, a, a tiny model, like three hundred million parameters in, but we run it in thirty milliseconds, uh, end to end for search when you, when you type a query, and then we produce all the possible things what you, what you can mean by that query and some, you know, uh, not only synonyms, but, but, uh, a que-kind of full query understanding the, the whole tree of what you might need and including your personal personalization because you might have done like previous queries and lowering it all down into the search server so that the requirements on latency obviously they are very, uh, very strict.

“We run it at, uh, thirty milliseconds, a, a tiny model, like three hundred million parameters in, but we run it in thirty milliseconds, uh, end to end for search when you, when you type a query, and then we produce all the possible things what you, what you can mean by that query and some, you know, uh, not only synonyms, but, but, uh, a que-kind of full query understanding the, the whole tree of what you might need and including your personal personalization because you might have done like previous queries and lowering it all down into the search server so that the requirements on latency obviously they are very, uh, very strict.”
Publisher
Latent Space
Search evidence