<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to enhance [reasoning capability](https://diskret-mote-nodeland.jimmyb.nl). DeepSeek-R1 [attains](https://semtleware.com) outcomes on par with OpenAI's o1 design on numerous benchmarks, consisting of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of specialists (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned using Group [Relative Policy](http://135.181.29.1743001) Optimization (GRPO), a [reasoning-oriented variant](http://codaip.co.kr) of RL. The research study team also performed understanding distillation from DeepSeek-R1 to [open-source Qwen](https://dreamcorpsllc.com) and Llama designs and launched a number of variations of each