DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to improve . DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on a number of benchmarks, including MATH-500 and SWE-bench.

DeepSeek-R1 is based on DeepSeek-V3, a mixture of specialists (MoE) model just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study group likewise performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and released numerous variations of each