| ▲ | kouteiheika 8 hours ago | |
A natural language based smart home interface, perhaps? Tiny LLMs are pretty much useless as general purpose workhorses, but where they shine is when you finetune them for a very specific application. (In general this is applicable across the board, where if you have a single, specific usecase and can prepare appropriate training data, then you can often fine-tune a smaller model to match the performance of a general purpose model that is 10x its size.) | ||
| ▲ | michaelmior 8 hours ago | parent [-] | |
I think there's a lot of room to push this further. Of course there are LLMs being used for this case and I guess it's nice to be able to ask your house who the candidates were in the Venezuelan presidential election of 1936, but I'd be happy if I could just consistently control devices locally and a small language model definitely makes that easier. | ||