Hey guys,
What’s currently the best LLM for low-VRAM machines with only 6 GB VRAM? I’ve got 32GB RAM as well.
I’m experimenting a little with SillyTavern and I’m curious which model gets the most out of my setup. Should be multilingual and suitable for “casual chatting”.
I know I will probably not get very far with this, but I’m still interested in how far we’ve already come.
(Using KoboldCPP if that matters).
~sp3ctre


Doesn’t necessarily need to be very fast, but I don’t plan to wait a minute for one simple sentence as well :)
Is that possible without tinkering too much?
I have a Qwen3.6-35b-a3b model running on a dated desktop machine with 4GB VRAM.
I use 8-bit-quant, but also have 48GB normal RAM.
Delivers ~7tk/s, which is already totally usable for most things.
Tried it on my recent Core-i7 company laptop with 8GB VRAM and got 20tk/s.
Oh, and I am also using KoboldCPP (on a Linux foundation).
I’ll try my luck and download Qwen3.6-35B-A3B-GGUF. Thanks!
There’s been a few videos on Youtube lately discussing using a particular Qwen model that lets you load only particular expert sections at a time onto the GPU and the rest in RAM. This one was the first I watched (https://www.youtube.com/watch?v=8F_5pdcD3HY), I haven’t tried it, but it makes sense on why it would work.
with a 20b model on weak hardware you’ll be waiting more like 10 minutes. unless the os clobbers your process for using too much memory.