this post was submitted on 13 Sep 2023
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Large Language Models (such as GPT) and AI image generators.
I follow certain AI related post tags on Tumblr and sometimes I see people expressing pure hatred towards these tools, as they only see the AIs as content thieves.
It's not that I hate it, but like, chatGPT sucks.
There was this uber hype around it, then we started using it ... and it just makes so many errors, it's literally just generating more work. Scrapped it after less than a week. It's modern snakeoil.
Bard is the same, I asked it questions about two of my favourite bands whom I know a lot about. It omitted facts and invented things that were not true!
We used it for code generation. But we ended up spending more time fixen and debugging the generated code than it would have taken us to just write it. Also it introduces the most annoying type of bugs. Like once it misspelled a property name, but only at one point in the code, got it right everywhere else.
That's why, in the case of a GPT model you would feed it custom training data using something like LlamaIndex. I don't know if there's an API available for Bard, tho.
You're wrong assuming that the free models that we have at our disposal are the only possible and best implementations of these LLMs.