DeepSeek open-sourced DeepSeek-R1, an LLM with reinforcement knowing (RL) to improve reasoning ability. DeepSeek-R1 attains results on par with OpenAI’s o1 design on a number of benchmarks, links.gtanet.com.br consisting of MATH-500 and SWE-bench.

DeepSeek-R1 is based on DeepSeek-V3, a mixture of specialists (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research group likewise carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched a number of versions of each