Llama3.2 math-retention pilot

Built with Llama. Experimental adapter; not validated mathematical reasoning. Load from resume at the selected immutable commit in the returned CPU report. Latest commit may be a rejected development checkpoint. Upstream revision: 0cb88a4f764b7a12671c53f0838cd831a0843b95 Historical tokenizer: {"repo":"fc91/CQoT_SFT_mix_teacher_repair_round3_Llama-3.2-3B-HPC","revision":"1c0a3554332b7adaa03edf51df7840aa2b7652f4"} 256 checked direct-solution targets. Math-token CE plus forward reference KL. Public checkpoints include optimizer/RNG for recovery. No held-out responses are uploaded.

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