Deepseek R1 is an LLM that excels in step-by-step reasoning, code generation, and numerical problem solving, enabled by its reinforcement learning fine-tuning, chain-of-thought capabilities, and efficient Mixture of Experts architecture.

Some other noteworthy features of Deepseek R1 include its ability to produce structured and transparent responses, and its use of FP8 mixed precision and Multihead Latent Attention to optimize inference speed and resource use.

Metric	Value
Parameter Count	671 billion
Mixture of Experts	Yes
Active Parameter Count	37 billion
Context Length	Unknown
Multilingual	Unknown
Quantized*	Yes
Precision*	FP8

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