Small-Scale RL: A Few Hundred Rollouts Per Night May Be Enough
A user reports that running only 400-600 RL rollouts per night yields noticeable model improvements with each checkpoint, suggesting large models may not be necessary for effective small-scale reinforcement learning.
2026-09-04 ~ 2026-09-04 · 2 related posts
- Hobbyist says nightly RL on just 400-600 rollouts makes model gains noticeably deployable — cephaloform · 2026-09-04
- Follow-up: light nightly RL may mean you don't need a 35B model after all — cephaloform · 2026-09-04