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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to [improve reasoning](https://cristianoronaldoclub.com) capability. DeepSeek-R1 [attains](https://improovajobs.co.za) results on par with [OpenAI's](http://38.12.46.843333) o1 model on a number of criteria, consisting of MATH-500 and [SWE-bench](https://akinsemployment.ca).
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DeepSeek-R1 is based upon DeepSeek-V3, a [mixture](http://220.134.104.928088) of [experts](https://www.findinall.com) (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented variation](https://www.oemautomation.com8888) of RL. The research study group also performed knowledge [distillation](https://gitea.itskp-odense.dk) from DeepSeek-R1 to open-source Qwen and Llama models and [launched](http://www.hxgc-tech.com3000) [numerous versions](https://archie2429263902267.bloggersdelight.dk) of each
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