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Why is AutoRound being slept on so hard?

Via r/LocalLlama
Sunday, Jun 21, 2026 · 9:43AM
Summary

Seriously, why is almost nobody talking about AutoRound here? I’ve been experimenting with it on Qwen3.6 27B lately (running an AMD setup), and the perplexity/accuracy retention at low bits absolutely blows standard AWQ or RTN out of the water. Especially for models with complex reasoning or long co

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