Preserving deployment tokens is necessary in prod RL 16 weight updates per redeployment ยท batch size 64 Retokenized text Recorded tokens 0.0 0.1 0.2 0.3 0.4 0 16 32 48 64 80 96 Optimizer steps Mean reward