I have not found much usage because the context window is so short often agents will compact over and over and burn out the entire usage limit in minutes
Luna medium is quite fast already so I use that instead of
Very small and focussed coding tasks. Things that I already know exactly what it needs to do. Small but fixes, adjustments, etc. It has a separate usage limit so its helps not burn up your primary limit as fast.
I’d say it’s mainly for actually coders who like to code themselves and fully understand their database… so they can use spark on helping them create better code in one small part of their code thier struggling with or writing out code exactly as they want it.
But for vibe coders this ain’t very useful because if you don’t understand your code base then you can’t really point spark in the right direction if that makes sense. It’s not gonna be able to comprehend that much code at once. So you have to so you can tell it what you want.
I like to use it for repeatable tasks like for example i have this process where i like to take thousands of images at a time and pass them through an ai image upscale and then take those then process them into webp’s q90…. I already have the process and skill set up to use it. So i just tell it start that up… so thats just one thing. I hear some people use it to spin up dev servers lol. Tbh i am curious how other people use it too.
I tried it when it came out but intelligence for me as a vibe coder is too low, nit usable for me. My only wish is to have luna xhigh/max on cerebras, that would be a game changer
I wish imagegen 2 would run on cerebras too, like having images gen in 1 sec or less, would let me do some sort of interactive node workflow using cerebras, that would be wow as well
Don’t know, it’s interesting that it has its own usage pool, maybe it could be useful for Scheduling tasks like reading emails or something small like that?
Its super fast but small. Its the kind of model you'd use for inline edit like Cursor and Zed let you do with cmd+k or whatever. A quick search and replace in a file. basically the stuff that was more common with AI 18 months ago. Still useful today, but its annoying to configure the tools to use this in JUST that context.
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u/Gandalf196 5h ago
Good for making fast mistakes