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Kimi K3 + Tinker enables auto-research: one-shot reproduction of Self-Distilled RLVR paper

NewsSource: xAuthor: askalphaxivHotness: 192Published Jul 22, 2026

A user shares that Kimi K3 combined with Tinker creates a powerful auto-research loop. Reproducing the Self-Distilled RLVR paper, Kimi one-shot implemented the baseline, ran 19 experiments across 6 configs, and wrote the final report (plus a bonus Chinese version).

  • AutoResearch
  • Kimi K3
  • Tinker
  • RLVR
  • reproducibility
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