<br>[DeepSeek open-sourced](https://git.bubblesthebunny.com) DeepSeek-R1, [higgledy-piggledy.xyz](https://higgledy-piggledy.xyz/index.php/User:RichieFirkins) an LLM fine-tuned with [reinforcement knowing](https://dev.gajim.org) (RL) to enhance thinking ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 design on several benchmarks, [including](http://www.fun-net.co.kr) MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of specialists (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned using Group [Relative Policy](http://experienciacortazar.com.ar) Optimization (GRPO), a reasoning-oriented variation of RL. The research group also [performed understanding](http://forum.altaycoins.com) distillation from DeepSeek-R1 to [open-source Qwen](http://grainfather.asia) and [Llama designs](https://www.letsauth.net9999) and released several variations of each
