Oh no at all!! You can actually convert a model to even generate the <think>...</think> tokens themselves! That's how DeepSeek trained R1 Zero, which essentially made the model have reasoning skills!
Wont you have to use a distilled DeepThink model then ? Because the training phase with GRPO required to its reasoning within <think></think> for least loss.