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speedgoosetoday at 9:20 AM1 replyview on HN

Is there any usefulness with the small large language models, outside perhaps embeddings and learning?

I fail to see the use-case on a Pi. For learning you can have access to much better hardware for cheaper. Perhaps you can use it as a slow and expensive embedding machine, but why?


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kouteiheikatoday at 11:17 AM

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.)

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