Ring and Ling differences?
Hi, what is the difference between Ring and Ling? They both have reasoning.
I have read the readme's several times and it's still not very clear.
The only thing that it really says is that Ring is based on Ling Base, but not the actual differences.
Hi, thanks for the question. Ling is positioned as a general versatile model similar to DS V3, and Ring is positioned as a specialized reasoning model like DS R1.
That said, we trained Ling with 20T tokens of high-quality, high-reasoning-density corpus, but the model is trained and saved as a non-reasoning model so we could achieve a balance of "efficient thinking, and precise inference". (see the technical article https://ant-ling.medium.com/deep-insight-efficient-inference-introducing-the-trillion-parameter-ling-1t-model-77d6170e5e8e)
You can try the models side by side on ZenMux for the same query to experience the difference.
https://zenmux.ai/inclusionai/ling-1t
https://zenmux.ai/inclusionai/ring-1t
We do have a full-fledged technical report out soon. Hope it'll answer more of your questions.
Best
Thank you
@RichardBian
, now I understand the differences.
I'm impressed by your work and I look forward to the technical report.