A mid-sized vision-language model that combines visual understanding with an explicit reasoning mode, working through problems step by step before producing answers. The 'Thinking' designation means it surfaces its chain-of-thought process, which can improve accuracy on complex tasks but adds verbosity and latency. Running in FP8 precision keeps memory footprint manageable while accepting some numerical approximation.