this post was submitted on 23 Jul 2026
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LocalLLaMA

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Hi all, if you've not heard, there's been a Caveman compression version of Qwen 3.6-27b and Qwen 3.6-35b-3ab.

https://huggingface.co/ProCreations/grug-27b-gguf

https://huggingface.co/ProCreations/grug-35b-v2

https://huggingface.co/ProCreations/grug-35b-v2-gguf

I've been playing around with 35B and I am able to run it on my ancient Quadro P1000 4gb at ~10tok/s.

But beyond that, the quality of the reasoning and the token discipline / output is actually higher than a stock, in my opinion.

You can read the benchmarks above; I am also uploading a HTML file here for your consideration.

(Sorry for the Limewire link; I dunno where else to share throw-away files. It's HTML, though the side by side probably works better if you actually download it)

Anyway...I'm doing more testing right now...but so far, this is a good cook.

Or -

Grug good. Me like.

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[โ€“] keepthepace@tarte.nuage-libre.fr 5 points 1 month ago (1 children)

The Model card is fun to read and the idea is solid. Thinking tokens always striked me as unoptimized and a bit forced.

I suspect the verbosity of Qwen 3.6 CoT token's is what causes the famous schitzo loop. Will be interesting to see if this holds.

The QAT versions also dropped today