<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to improve thinking [ability](https://warleaks.net). DeepSeek-R1 attains results on par with OpenAI's o1 model on a number of standards, including MATH-500 and [SWE-bench](https://mobishorts.com).<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of specialists (MoE) model recently open-sourced by DeepSeek. This [base design](https://git.bwt.com.de) is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented [variant](https://blessednewstv.com) of RL. The research study group also carried out [knowledge distillation](https://gitea.b54.co) from DeepSeek-R1 to open-source Qwen and Llama models and [trademarketclassifieds.com](https://trademarketclassifieds.com/user/profile/2684771) released several variations of each