<br>[DeepSeek open-sourced](https://flixtube.org) DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to enhance reasoning ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on numerous standards, consisting of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of specialists (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented variation](http://123.60.67.64) of RL. The research group likewise carried out [knowledge distillation](https://lubuzz.com) from DeepSeek-R1 to open-source Qwen and [Llama models](https://corvestcorp.com) and launched a number of variations of each