StableLM: A new open-source language model
I tooted this yesterday:<p>Selling access to LLMs via remote APIs is the “stage plays on the radio” stage of technological development. It makes no actual sense; it’s just what the business people are accustomed to. It’s not going to last very long. So much more value will be unlocked by running them on device. People are going to look back at this stage and laugh, like paying $5/month to a cellphone carrier for Snake on a feature phone.<p>Web apps:<p>- Need data persistence. Distributed databases are really hard to do.<p>- Often have network effects where the size of the network causes natural monopoly feedback loops.<p>None of that applies to LLMs.<p>- Making one LLM is hard work and expensive. But once one exists you can use it to make more relatively cheaply by generating training data. And fine tuning is more reliable than one shot learning.<p>- Someone has to pay the price of computation power. It’s in the interest of companies to make consumers pay for it up front in the form of a device.<p>- Being local lets you respond faster and with access to more user contextual data.