by Drblessing on 6/9/25, 7:29 PM with 31 comments
I would like to have an LLM with me when I go camping as a solo beginner to help. I have an Apple M1 pro with 16gb of RAM.
What's the best way to do this?
What's the best model?
by msgodel on 6/9/25, 7:55 PM
Gemma3 Qwen 2.5 instruct Qwen 2.5 coder
You should take multiple distills/quants. It's good to have a high quality model sometimes but for most stuff you'll want something bellow 1GB for the fast response times. The quality is close to or better than the original chatGPT and they support extremely long contexts (if you have the memory.) It might be good to take a VLM as well (I've been happy with Qwen's VLM although it's slow.)
by justsomehnguy on 6/9/25, 7:38 PM
<thinking>
by ben_w on 6/9/25, 7:38 PM
As for how, I have ollama for trying out local models to see what they can do: https://github.com/ollama/ollama
I've not been impressed with any of the models that can fit in 16 GB (significantly less than 16b parameters), but this is such a fast-moving area that you have to look up some online leaderboard and try out what it says is the new leader right before your trip (given your 16GB of RAM) — even a week is long enough to be out of date in this field, so the answer may well be different by the time you return.
by gryfft on 6/9/25, 7:35 PM
by uberman on 6/9/25, 7:36 PM
by scblock on 6/9/25, 9:04 PM
Others will probably have better model recommendations, I am using Mistral and Gemma myself.
by jasonthorsness on 6/9/25, 8:24 PM