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<br>[DeepSeek open-sourced](https://git.thomasballantine.com) DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to enhance reasoning capability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on a number of standards, [consisting](https://xajhuang.com3100) of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of [specialists](https://www.ataristan.com) (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned using Group [Relative Policy](http://git.aivfo.com36000) Optimization (GRPO), a reasoning-oriented version of RL. The research team likewise performed knowledge distillation from DeepSeek-R1 to [open-source Qwen](http://115.29.202.2468888) and Llama models and launched a number of versions of each |
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