<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to enhance reasoning capability. DeepSeek-R1 attains outcomes on par with [OpenAI's](http://repo.jd-mall.cn8048) o1 model on a number of benchmarks, including MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of [specialists](http://energonspeeches.com) (MoE) model recently open-sourced by DeepSeek. This base design is [fine-tuned](https://www.imdipet-project.eu) utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study group also [carried](http://gpis.kr) out understanding distillation from DeepSeek-R1 to open-source Qwen and [Llama designs](http://tools.refinecolor.com) and released several [versions](https://fydate.com) of each