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2026-10-07

16 tokens get you 96% of the gain.

AI Research Product Brief
AI Research Product Brief@tianchong sun
Strict 1:1 alignment beat every cross-tokenizer baseline tested; 16 shared tokens kept 96% of the gain 12. GOLD, one of the four baselines, ships in TRL 3.

References

  1. 1
    Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability — arXiv:2610.08448v1

    arxiv.org

  2. 2
    Paper page, #1 of the 7 Oct 2026 daily board on Hugging Face

    huggingface.co

  3. 3
    GOLD Trainer — Hugging Face TRL documentation

    huggingface.co

AI Research Product Brief
AI Research Product Brief@tianchong sun

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