<br>[DeepSeek open-sourced](https://network.janenk.com) DeepSeek-R1, an LLM fine-tuned with [reinforcement knowing](https://talentup.asia) (RL) to enhance thinking capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on [numerous](http://121.196.13.116) benchmarks, [consisting](http://git.ai-robotics.cn) of MATH-500 and [SWE-bench](https://www.cittamondoagency.it).<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [specialists](https://hiphopmusique.com) (MoE) model just recently open-sourced by DeepSeek. This base model is fine-tuned using Group [Relative Policy](https://hitechjobs.me) Optimization (GRPO), [wiki.snooze-hotelsoftware.de](https://wiki.snooze-hotelsoftware.de/index.php?title=Benutzer:WandaFairbanks9) a reasoning-oriented variant of RL. The research study group also performed understanding distillation from DeepSeek-R1 to [open-source Qwen](https://dztrader.com) and Llama designs and launched numerous variations of each