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r/LocalLLaMA · u/Secure_Recording_472 · 21d ago

Question: UkisAI Swift Ternary Bonsai 2 27B?

Hey community,

Jovan from UkisAI here,

We're the team behind Swift Qwen3.8 27B, the Qwen model with token usage and overthinking error improvements

Our estimate is that we can make a great improvement to Bonsai 2, as our testing indicates that it suffers greatly from overthinking loops and in general high token usage impacting it's performance.

My ask for you is:

Is a Swifted version of Bonsai 2 something you guys would enjoy?

If yes, what size is the most relevant. 1-bit, 2-bit or both?

Thank you for the amazing feedback on Swift. We are glad you are enjoying it. Our download count jumped from 100k -> 150k overnight (community quants included).

For context, this is our model: https://www.reddit.com/r/LocalLLaMA/s/iCIbhxO8ue

https://huggingface.co/ukisai/Swift-Qwen3.8-27B-GGUF

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