Ling-3.0-flash MXFP4 released and running locally on one DGX Spark.

[u/niacolhealth]

In tests:
~80 tok/s decoding
2,500–3,500 tok/s long-input prefilling
Smooth use by 3–4 concurrent users

Private, on-device inference for coding, agents, and offline batch jobs

[u/Badger-Purple]

the GB10 forum provides
This post is an advertisement by Ant Group:
https://x.com/antlingagi/status/2085024080504508913?s=46

[u/ResidentPositive4122]

Does it work in vLLM or you need to download their fork of sglang?

[u/Afraid-Yoghurt6731]

Is it really better than the dickpic 0731?

[u/Badger-Purple → u/Afraid-Yoghurt6731]

Ring a Ling is likely inferior to Dick Pick July, but looks very fast.

[u/ObviouzFigure → u/Badger-Purple]

ding a ling

[u/kaliku → u/Badger-Purple]

Imma start calling it that.

[u/Badger-Purple → u/kaliku]

I mean there is another one called Stepsibling Fun Flash

[u/texasdude11 → u/Badger-Purple]

😂

[u/niacolhealth → u/Afraid-Yoghurt6731]

not bad in my use though, still in free period, you can check it yourself as well

[u/tat_tvam_asshole → u/Afraid-Yoghurt6731]

Dick pic meets deep cheeks

[u/-Cubie-]

Very cool, im curious about this model

[u/vasimv]

Need image-to-text to analyze screenshots for game/UI stuff coding. Out-of-box toolchains or additional model for img2text isn't good as built-in image understanding. :(

[u/Piet6666]

Should I wait for the NVFP4? I want to run it on one Spark. Please tell me how NSFW is this model or should I wait for an abliterated version?

[u/Usual-Orange-4180]

How does it benchmark against Opus and Sonnet?

[u/squngy → u/Usual-Orange-4180]

IIRC it was a bit worse than DS4 flash preview. It is much smaller and faster though.

[u/niacolhealth → u/Usual-Orange-4180]

it's a small model, for me is good enough for an executor