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DeepSeek open-sourced DeepSeek-R1, [raovatonline.org](https://raovatonline.org/author/kristeenwic/) an LLM fine-tuned with reinforcement learning (RL) to [improve](http://47.121.132.113000) thinking capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on numerous standards, [consisting](http://175.178.113.2203000) of MATH-500 and [SWE-bench](http://111.61.77.359999).
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DeepSeek-R1 is based on DeepSeek-V3, a mix of professionals (MoE) model recently open-sourced by DeepSeek. This base model is [fine-tuned](https://git.dsvision.net) [utilizing](http://182.92.202.1133000) Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research study team likewise carried out understanding distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released a number of versions of each
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