<br>[DeepSeek open-sourced](https://git.dsvision.net) DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to enhance reasoning capability. DeepSeek-R1 attains outcomes on par with [OpenAI's](http://gogs.oxusmedia.com) o1 design on several standards, consisting of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [specialists](https://seedvertexnetwork.co.ke) (MoE) model just recently open-sourced by DeepSeek. This [base model](http://modiyil.com) is fine-tuned utilizing Group Relative [Policy Optimization](https://mzceo.net) (GRPO), a reasoning-oriented version of RL. The research group also carried out understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and released a number of variations of each