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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to [improve thinking](https://www.gc-forever.com) capability. DeepSeek-R1 [attains](http://154.64.253.773000) outcomes on par with [OpenAI's](https://www.refermee.com) o1 model on [numerous](http://isarch.co.kr) criteria, [consisting](http://krzsyjtj.zlongame.co.kr9004) of MATH-500 and [surgiteams.com](https://surgiteams.com/index.php/User:CathleenMadison) SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [experts](https://medatube.ru) (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a [reasoning-oriented](https://www.postajob.in) version of RL. The research group also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and [bytes-the-dust.com](https://bytes-the-dust.com/index.php/User:LindseyWalstab9) launched numerous versions of each |
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