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Junior Dev VS Machine Learning
(lemmy.world)
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this post was submitted on 08 Feb 2024
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Well, if training is included, then why it is not included for the developer? From his first days of his life?
The difference is that the dev paid for their training themselves
Sort of... If the dev didn't pay for their training, they wouldn't need as big of a wage to pay off their training debt (the usual scenario I'd wager).
So in a way the company is currently paying off the debt for the Devs training, most of the time.
The company OpenAI also paid for LLM training and then sell LLM to users.
When did the training happen? The LLM is trained for the task starting when the task is assigned. The developer's training has already completed, for this task at least.
No? The LLM was trained before you ever even interacted with it. They're not going to train a model on the fly each time you want to use it, that's fucking ridiculous.
That's the joke that the comic is making. Whether or not it's reflective of reality, they're joking about a company training a new AI model to calculate the area of rectangles.
And even if they do need to train a model, transfer learning is often a viable shortcut