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Wing Lian: evaluation

8 Dec 2023 Latent Space The Busy Person's Intro to Finetuning & Open Source AI - Wing Lian, Axolotl

“It tended to be, like, have relatively good answers, depending on who you ask, right? But, I think for me, it was just, Releasing models was a way to try and, like, continue to build out the product, figure out what I needed to put into the product, how do I make it faster, and, if you've got to, like, go and debug your product, you may as well have it do something useful.”

— Wing Lian

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Everything needed to verify it.

Speaker
Wing Lian
Attribution
Verified speaker
Claim type
evaluation
Recorded
8 Dec 2023
Publisher
Latent Space

Transcript context

…Fantastic. Cool. Well, I think that's roughly highlights most of the open source universe. You also have your own models. Do you want to shout out any one of them? Yeah. I mean, I think like, I think Early on, Manicore got a lot of love. I think it was mostly popular in, like, the roleplay communities. It was, it tended to be pretty truthful. It tended to be, like, have relatively good answers, depending on who you ask, right? But, I think for me, it was just, Releasing models was a way to try and, like, continue to build out the product, figure out what I needed to put into the product, how do I make it faster, and, if you've got to, like, go and debug your product, you may as well have it do something useful. Awesome. So, yeah. Okay, and then maybe we'll talk about just fine tuning techniques. So this is going to be a little bit more technical than just talking about model names and datasets. So we started off talking about LoRa, QLoRa. I just learned from your readme there's ReLoRa. Which I've never heard about. Could you maybe talk about, like, just parameter efficient fine tuning that whole, that…

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