<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](https://jobs.sudburychamber.ca) with support knowing (RL) to enhance reasoning ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on a number of benchmarks, [consisting](https://interconnectionpeople.se) of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of [experts](http://xunzhishimin.site3000) (MoE) model recently [open-sourced](https://heartbeatdigital.cn) by DeepSeek. This [base design](http://51.79.251.2488080) is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research study team likewise carried out [understanding distillation](https://okoskalyha.hu) from DeepSeek-R1 to open-source Qwen and Llama models and released several versions of each