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Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint

589 points · 200 comments · JonSchneider

  1. kamranjon · · focus · HN ↗
    Love this for the folks with 16gb graphics cards - 3.8 27b has been incredible but not quite runnable on anything less than 32gb - will try loading this up on my 16gb intel b50 and see how it goes - not sure these quants can be accelerated by the XPU cores yet but maybe in time!
    1. kennywinker · · focus · HN ↗
      I run qwen 27b on an old-ass 16gb gpu. It’s very possible using unsloth 2bit and 3bit quants, tho there are a bunch of interesting quants that let you run closer to 4bit on 16gb. This article that’s currently also on the front page mentions a bunch of them while discussing their own quant <a href="https:&#x2F;&#x2F;byteshape.com&#x2F;blogs&#x2F;Qwen3.8-27B&#x2F;" rel="nofollow">https:&#x2F;&#x2F;byteshape.com&#x2F;blogs&#x2F;Qwen3.8-27B&#x2F;
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