Daniel: So much is happening now, I don't even know how to evaluate one option versus another. There's a bunch of different axes that you could kind of narrow down your choices along. Create yourself a test set. That's still the best way to do this, right? If you have even 100, 200 examples that you've manually labeled as this is what I would like to go in and this is whatI would like to come out then you should just check the output.
In this Fully Connected episode, Daniel and Chris explore recent highlights from the current model proliferation wave sweeping the world - including Stable Diffusion XL, OpenChat, Zeroscope XL, and Salesforce XGen. They note the rapid rise of open models, and speculate that just as in open source software, open models will dominate the future. Such rapid advancement creates its own problems though, so they finish by itemizing concerns such as cybersecurity, workflow productivity, and impact on human culture.
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