Delivers advanced reasoning, code generation, and mathematical skills, processes long inputs efficiently, and accelerates results with innovative Mixture-of-Experts design.

Employs a massive Mixture-of-Experts architecture and Multi-Layer Attention to deliver advanced, polished reasoning and problem-solving across math, code, and more.

An open-source reasoning model using Mixture-of-Experts architecture, delivering powerful math and code capabilities comparable to OpenAI's o1.

Powers advanced reasoning, code generation, and multilingual tasks with efficient MoE architecture and enhanced multi-token prediction for faster, optimized results.

Delivers strong mathematical and coding abilities, matching the performance of larger models while using efficient distillation and multilingual support.