A large multimodal thinker that processes both text and images while engaging an explicit reasoning mode before producing answers. With 235B total parameters but only 22B active at a time via mixture-of-experts routing, it balances scale with efficiency. The FP8 quantization keeps memory footprint manageable without dramatically sacrificing precision.