Third party 'cracks' 5.95GB ternary-compressed Bonsai 2 at the weight level, refusal rate 93.4% to 0%

solyarisoftware · x · 2026-09-23

After PrismML released Bonsai 2, a 5.9GB ternary-compressed Qwen3.8-27B, third-party team dealignai claims it removed refusal behavior at the weight level without growing the file: still 27B params / 5.95GB / 1.7-bit ternary weights, with vision, off/low/xhigh reasoning modes, and CUDA/Metal/CPU support intact. Their own HarmBench-320 test shows refusal dropping from 93.4% to 0%, with MMLU down just 1.23 points (39.69% → 38.46%). Caveat: these are the creators' own tests, not independent benchmarks. The takeaway: models keep shrinking while local operators gain more control.

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