DeepSeek develops open-weight foundation models for reasoning, coding, agents, and general language tasks. Its mixture-of-experts architectures, reinforcement-learning methods, permissively released weights, and detailed technical reports have made it an important reference point for efficient frontier-model development and open model competition.
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