Xiaomi's MiMo-V2.6 RL run: 2B tokens per step, live dashboard with running costs

burny_tech · x · 2026-09-17

Xiaomi's @LuoFuli says the team spent six months studying how far RL can scale; MiMo-V2.6 is mid-run now. They scaled compute (2B tokens/step, 1568 prompts × 16 rollouts, fully async), environments/harnesses (multi-task agentic RL mixing harnesses), and grader compute (in-group credit assignment with test-case and rubric rewards). Details will be open-sourced gradually; the run is streamed live with a public cost dashboard. giffmana quips all three 'things we scaled' are really just compute, but praises the transparent live cost panel.

Related event: Xiaomi live-streams MiMo-V2.6 RL training, burning over $1.08M in 36 hours(14 posts)→

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