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[DeepSeek open-sourced](http://111.8.36.1803000) DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to improve reasoning [ability](http://124.220.187.1423000). DeepSeek-R1 attains outcomes on par with [OpenAI's](https://friendspo.com) o1 design on a number of standards, including MATH-500 and SWE-bench.
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DeepSeek-R1 is based upon DeepSeek-V3, a mix of [professionals](https://bibi-kai.com) (MoE) model recently open-sourced by DeepSeek. This [base design](https://git.amic.ru) is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented](https://mtglobalsolutionsinc.com) version of RL. The research group likewise performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released several variations of each
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