A Satellite build of Ternary-Bonsai-2-27B-Heretic. A Qwen3.5-hybrid 27B fine-tuned by LoRA decision-distillation against the laya compaction policy, so that it emits an explicit compaction decision before it answers. This is a text-only model. It has no vision encoder and makes no image claims. Given a conversation transcript, the reply begins with a strict JSON decision block, then the literal marker ---decision-end---, then a normal answer: The decision is a redundancy judgement, not a length threshold. A short but repetitive transcript earns yes; a long information-dense one can earn no. Decoded on 9 held-out windows from sessions used in training, greedy, via llama-server on the F16…
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Models on Hugging Face2
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