DeepSeek open-sourced DeepSeek-R1, trademarketclassifieds.com an LLM fine-tuned with reinforcement (RL) to enhance reasoning capability. DeepSeek-R1 attains outcomes on par with OpenAI’s o1 design on several standards, including MATH-500 and SWE-bench.

DeepSeek-R1 is based on DeepSeek-V3, a mixture 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 variation of RL. The research team also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and forum.pinoo.com.tr Llama designs and launched numerous variations of each