Issue 2026-10-22 · Industry · 研究 · 开源

ThinkingBox uses database checks as RL rewards

ThinkingBox uses database checks as RL rewards

The team reused ThinkingBox's executable checks of final database state as training rewards, building an offline task pool. With 50 GRPO steps on Qwen3.8-27B, average success rose from 51.70% to 60.78%, and tasks solved correctly in all 20 attempts went from 38 to 107.

Hugging Face Blog4 d ago
Read original ↗