The model uses a mixture-of-experts architecture with 594 billion total parameters and approximately 17 billion active. It supports variable reasoning effort and is available on Tinker for sampling and fine-tuning under the provider's terms.
Developers can use it to experiment with specialized assistants, visually grounded applications and coding workflows. The published model card describes its intended uses, release conditions and evaluation details so teams can plan their own tests before deployment.
