

MTP is not always the best choice. You’ll get faster prefill and free up a good chunk of memory.
Or at least quantise KV-cache for the MTP-model all the way down to q4_0.
Qwen3.6-27B is probably the strongest model you can run on just one consumer graphics card. Gemma-4-12B QAT is quite nice if you want a bit of parallelism and huge context. Needs a custom chat template to use tools correctly.









Can’t do much about improving visibility without getting more light there.
Is it your cellar? I’ve got this nice solar-powered motion-sensor flood light that I i got for like $15. Let’s me see my dogs when I let them out at night.
You can install rear-facing work lights. It’s not legal to use on the road, but on your own property you do you. Would be activated with a switch up front. Or a wireless XBB relay if you have cash.