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Ask HN: Is it possible to use current gen AI models to train next gen ones?
If possible this should be able to make it significantly cheaper and accessible to all.
- smoldesu 4y agoIn a way, they already are. Look at the architecture of GANs, which use a secondary model to judge the quality of response from the first one. It's not used for training, but it's a good and simple example of how models can be composed to build something more advanced.
- ftxbro 4y agoYes this is the point of Stanford Alpaca https://github.com/tatsu-lab/stanford_alpaca https://github.com/tatsu-lab/stanford_alpaca They used the larger and more expensive text-davinci-003 model to fine-tune the smaller and cheaper 7B LLaMA model.