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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [support](https://repos.ubtob.net) learning (RL) to [improve thinking](http://81.70.93.2033000) capability. DeepSeek-R1 attains results on par with OpenAI's o1 model on numerous criteria, including MATH-500 and [SWE-bench](https://kaiftravels.com).
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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 utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research team likewise performed understanding from DeepSeek-R1 to open-source Qwen and [larsaluarna.se](http://www.larsaluarna.se/index.php/User:JimRuse59659) Llama designs and launched numerous variations of each
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