upvote
Apparently Qwen 4 might land this week, and it uses the same architecture as 3.8-Flash-Next (so various LLM serving tools should be able to handle it already). I'm hoping Qwen 4 includes some smaller models - the last 4B and 9B from Qwen were for 3.5.
reply
Agree, I run QFN on my AI Pro R9700 (32GB) using https://github.com/Niko1221/Strata It's even faster than on a Strix Halo. Typically I get around 90 tokens/sec with a small context, down to 70 tokens/sec when it's near the maximum context usage.
reply
I run QFN I2 XS on my 3060ti + 48GB RAM for it. Get around 2x token with 200k Context window. Good enough for me.
reply
Err strata is just a fork of llama cpp with fancier uis, right?
reply
Strata manages MoE expert offloading completely differently, which for QFN means ludicrous speed.
reply
QFN is obscene. It runs faster than 27B on all my setups, and it always outdoes it in my uses (from coding to translation to vision-related): from somewhat to a lot.
reply
What do you mean “outdoes” — over complicates?
reply
Same experience, the 4bit quantized xlarge flash next runs at around 70t/s across 3 radeon v620s. Still have to retry the MTP version with full resolution.
reply
I switched back to glm-5.3-flash from qwen3.8-flash-next.

qwen was faster in t/s, but feels like glm spends less tokens thinking and seems better at finding issues, to the point where it ends up being faster.

reply
> Qwen3.8-Flash_Next should be in the running for that title as well.

Unfortunately it still hallucinates, which limits it's usefulness for real world tasks. :(

reply
Every model hallucinates, if not given the right context and tools.
reply
How do you tailor your context and what tools do you use?
reply
Which quant of QFN are you running on your Strix Halo?

HF is telling me that IQ4-XS is the largest one likely to fit without much contortion.

reply
That's the one I'm running using a fork of the gufo inference engine as gufo upstream doesn't support that quant.
reply
I'm running a regular Q4, what about that quant format justifies the fork?
reply