Deepseek R1 is a 671B LLM designed for complex reasoning and problem-solving tasks. It excels in advanced reasoning across multiple domains including mathematics, code, and real-time decision-making, offering performance comparable to OpenAI-o1 in these areas.

Some other noteworthy features of Deepseek R1 include its Multi-Layer Attention (MLA) mechanism that enhances its ability to process and understand complex inputs, and its reinforcement learning training approach that incorporated cold-start data.

Metric	Value
Parameter Count	671 billion
Mixture of Experts	Yes
Active Parameter Count	Unknown
Context Length	Unknown
Multilingual	Unknown
Quantized*	Unknown

*Quantization is specific to the inference provider and the model may be offered with different quantization levels by other providers.