At this point, if it doesn't have OIDC it will have to do something really fantastic for me to run it

Hah no, in Idiocracy the president listened to the expert and followed their advice

99 different bugs in the code, 99 different bugs. You take one out, patch it away, 463 different bugs in the code 🎶

Does he have to stay alive? Or in one piece?

Just a small detail, docker containers aren't vm's and not running their own os. They run inside a jail under the host kernel. Docker containers are very lightweight.

When you run it, do you use unsloth's recommended settings for coding?

https://unsloth.ai/docs/models/qwen3.6

Also have preserve thinking on, it helps it stay consistent in multi turn work.

Which model version you're using can also affect results, usually unsloth's ones are good.

With all that said, it's of course a small model so it's not a super coder. The 27b is better (I'd guess 25-35% better), but of course still a small model so..

So it'll maybe not be good enough still, but should give it the chance to let it do the best it can :)

Try qwen3.6-35b-a3b with a lightweight harness like pi.dev

Having it be able to run commands and try to compile or run the code and see the output helps especially on the "doesn't compile" part of things

Next logical step would be to sue producers of radios, speakers, headphones and so on, I assume. Their devices "perform" the music, after all.

And then they can sue hospitals for helping bringing new ears into the world.

I found out the hard way this is not entirely correct, as a user found a valid json that yaml parsers didn't handle. IIRC it was some exotic whitespace issue

I'd think the main users of GeForce now are people who don't play games that much and won't spend that much money on gaming hardware.

Let's be generous and say $100. That's 6 months with the most expensive tier.

That should be plenty to get a gaming PC capable of playing latest AAA titles in 4k 60 fps and high settings.

It's one computer, Michael. What could it cost, 10 dollars?

I paid $200 for ultimate for a year and got borderlands 4 included in it.

You'd be challenged to build a decent gaming PC for 3 times that.