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Finetuning is deep learning training. It's pretty difficult to get right. Andrej's 2019 blog laments on some of the reasons why it is hard and I can relate to
by gdiamos 1y ago
Finetuning is deep learning training. It's pretty difficult to get right.
Andrej's 2019 blog laments on some of the reasons why it is hard and I can relate to a lot of this - https://karpathy.github.io/2019/04/25/recipe https://karpathy.github.io/2019/04/25/recipe
The biggest mistake I see people making is this quote from the blog: "a 'fast and furious' approach to training neural networks does not work and only leads to suffering"
I'll probably write more about it in a few months...