Preserving deployment tokens is necessary in prod RL 1 weight update per redeployment ยท batch size 64 Retokenized text Recorded tokens 0.0 0.1 0.2 0.3 0.4 0 2 4 6 8 10 12 14 Optimizer steps Mean reward