I used to think local LLMs were a gimmick until I ran one offline in a cabin last weekend

Last weekend I was at a rental cabin in the Smoky Mountains with no internet. I had some coding work I wanted to finish up but I forgot to pull the docs offline. On a whim I had installed a small 7B model on my laptop before leaving. I ran it locally and asked it to help me debug a Python script. It actually worked. No lag, no API calls. I mean it wasn't perfect but it gave me the right direction in like 30 seconds. Now I'm wondering if I should lean more on local AI for everyday stuff. Has anyone else found a good use for running models offline regularly?

3 comments

3 Comments

lucashenderson3h ago

Honestly, do you code much on the go? I had a pretty similar thing happen when I was camping up in the Sierra Nevadas with zero cell service. I had a little 7B model too, and I used it to explain some weird Git error I kept hitting. It wasn't perfect but it got me unstuck fast enough to finish the project before the fire died. Since then I keep a small model on my laptop just for stuff like regex patterns or quick code explanations. It's kind of like having a helpful coworker who never needs wifi.

knight.uma50m ago

Wait, hold up. You used a 7B model while camping in the Sierra Nevadas to debug a Git error? That is wild. I can barely get my brain to work when I'm out there, let alone think about Git errors by a campfire. The idea of pulling out a laptop to fix code while the fire is dying feels like a whole different level of dedication. I mean, I get the no cell service part, that's brutal for anything requiring an internet search. But having a tiny AI on your laptop as a backup for campfire coding sessions is honestly next level. Do you bring a solar charger too, or just hope the laptop battery lasts through the whole trip?

johnson.eva50m ago

Does your laptop get hot running that thing for a while? My old ThinkPad sounds like a jet engine if I try to run anything bigger than like 2GB on battery. I tried a local model once on a road trip through Utah to translate some Spanish road signs for fun, but my battery died in like two hours. Now I just stick to my phone's offline translator app which is way less fancy but doesn't kill my power.