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The FP8 version from DeepSeek themselves [0], around 1800 tps prefill and 45 tokens per second decode.

I’ve been running a custom VLLM image with b12x as well as nvfp4_ds_mla.

I would say it’s quite fantastic in day to day, I use it mostly in Hermes and sometimes for coding.

I have qwen 3.6 27b on an rtx 6000 pro as well so I use that as a workhorse in pi with DS as a reviewer/planner.

[0] https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731

Edit: I think you may have misread my post. k3s is NOT kimi k3, and I did mention I was running deepseek.



Thanks - yeah, sorry, I mis-read that as you using both DS and K3...


No worries! Would love to run K3 but lack the hardware for a 2.8T model, like most people.


I'm doing K3 with SoL kernels, zero hassle, myelin to sweep up the crap, on shot deploy to vast or runpods. Free to the community.

I have to do like, low paying web dev to fund it, so I can't promise timelines, but it's coming and it will be free to anyone and fast as fuck.

I estimate about 20 bucks an hour at current spot rates in the hundreds if not thousands of tokens per second.


@pg @dang

you're asking me how a watch works. let's just try to keep an eye on the time.

federal felony prosecution.




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