*counts world population*
[ ! ]
this post was submitted on 29 Apr 2026
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It's so good that some people download two in case the first one breaks.
Yeah, I got a superbly functional and super fast search / research / assistant tool from Qwen 3.6 35B and Open Web UI + SearXNG. All running local. It passed the WAF benchmark with flying colors.
It's honestly incredible how good the local stack is nowadays. It's literally better than any frontier model you could've rented like a year ago.
I have a 16gb MacBook Air m4.
I like the idea of having a model I can run locally in the event of a possible long term internet outage.
Can you recommend a model that would be suitable for my computer?
16gb is a bit low unfortunately. You could run a 2 bit quant of latest Qwen, but that's going to be a severely degraded performance. https://huggingface.co/unsloth/Qwen3.6-35B-A3B-GGUF
Might be worth trying though to see if it does what you need.
Thanks! I figured it’s low on ram, but with the way things are going in the world, maybe it’s better than nothing is what I’m thinking.
It's entirely possible we might see fairly capable models that can be run with 16 gigs of RAM in the near future. Qwen 3.5 came out in February, and you needed a server with hundreds of gigs of memory to run a 397bln param model. Fast forward to a couple of weeks ago and 3.6 comes out with a 27bln param version beating the old 397bln param one in every way. Just stop and think about how phenomenal that is https://qwen.ai/blog?id=qwen3.6-27b
So, it's entirely possible people will find ways to optimize this stuff even further this year or the next, and we'll get an even smaller model that's more capable.
Thanks! That’s really amazing to hear. I guess I’ll wait a bit and see what happens.
Still worth using Qwen3-Coder-Next 80B? Runs about slightly faster than 3.6 27B on my hw.
I haven't tried comparing them myself, I guess you just kind of have to gauge if it works well enough. :)
What software are u using with the models for code? OpenCode, Nanocoder, etc.?
I ended up settling on opencode, but I find all of them work more or less the same nowadays. Pi is an interesting one which is very minimalist.
Integration with an editor?
I've stopped bothering using an editor with LLMs. I just get the model to make a phased plan, write using TDD, and tell it to do staged commits for each feature. Then I just review the diffs after.
Interesting. And for web search u use the built-in or hook it up to SearXNG?
I've just been using the builtin, but searxng might be better. Seems like a lot of people prefer it.
Thanks. The built-in uses Brave I think.
I think so yeah, searxng is definitely the most privacy focused option.
What model do you use and on what hw? I recently got a R9700 to experiment with the various Qwen 3.5/3.6 models.
I'm using 3.6 at 27bln and q8 on a M1 with 64gb.
What tps do you get on that?
Roghlt 10 to 13 tps give or take.
long term internet outage is not that likely. But getting priced out of any online models is quickly the reality.
gemma-4-E4B-it
Why does Ollama only have a cloud version?
Because how else will they take care of vendor lock-in without such requirement?
The land of the CCP is the last place I'd expect to see FOSS AI agents. Good for them! Beats the hell out of our greedy bastards in the United States.