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.
The <think> tokens are optional for formatting reasons. You could use <reasoning> or <thinking> or [reasoning] for example in the system prompt.