DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to enhance reasoning capability. DeepSeek-R1 on par with OpenAI’s o1 design on several benchmarks, including MATH-500 and SWE-bench.

DeepSeek-R1 is based on DeepSeek-V3, a mix of experts (MoE) model just recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research study team likewise carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and oeclub.org Llama designs and wiki.dulovic.tech released several variations of each