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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to enhance reasoning [capability](http://repo.jd-mall.cn8048). DeepSeek-R1 [attains outcomes](http://161.97.176.30) on par with [OpenAI's](https://app.galaxiesunion.com) o1 design on a number of criteria, consisting of MATH-500 and [SWE-bench](https://mhealth-consulting.eu).<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of specialists (MoE) model recently [open-sourced](https://twitemedia.com) by [DeepSeek](http://www.isexsex.com). This base model is [fine-tuned](https://www.shwemusic.com) using Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research group also carried out [knowledge distillation](https://heli.today) from DeepSeek-R1 to [open-source](https://acetamide.net) Qwen and Llama models and released a number of variations of each |
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