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I'm not too big on these topics and would like to understand. Is a local model less resource intensive?
In my mind, if every gamer runs a model that must be less efficient than a centralised one that has the perfect hardware setup and only lends out the resources needed for each slime or whatever.
I'm thinking that it of course would be better with a dedicated slime model than the entire Gemini monster but why is local better?
I don't know, but I'm willing to bet that economies of scale actually mean data centers are more efficient. This isn't to say their use is justified, just that they're able to take advantage of things a home computer can't.
However, having to run it locally means it needs to be much more limited. This is doubly true if you want to run the game and the LLM at the same time. The LLM is easily able to consume all resources your system has available if you allow it to, which means the game won't run well (if it runs at all). This limits the use so it can't just be shoved everywhere and constantly running, like it could if it's sent to a data center. It's not more efficient, just less consumption.
Local runs on device, so no need to connect to a big data center that chugs lots of water and all those other problems. Of course, because it’s a smaller far tinier model it’s nowhere near as accurate, but especially for things like this you don’t really need a big accurate LLM model.
I think I also though I should warrant a disclaimer that I am a Software Developer, not a AI Developer. So there’s far less backing then from my perspective than someone who works with this stuff for a living
I'm also a sw engineer so we're both guessing 😅
I'm guessing those dates centers use that water for cooling whereas most home computers run an electric fan. And furthermore they probably use less electricity per token as they want to maximize profits. I don't have any numbers to back my hunch up but I'm pretty sure the environment would suffer more if everyone is running their own.
I probably missed a lot of factors such as what type of energy the centers run contra what average Joe runs etc.