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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to improve reasoning capability. DeepSeek-R1 attains results on par with [OpenAI's](http://bristol.rackons.com) o1 model on several criteria, [consisting](https://academia.tripoligate.com) of MATH-500 and [SWE-bench](https://www.munianiagencyltd.co.ke).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of professionals (MoE) design recently [open-sourced](https://medicalrecruitersusa.com) by DeepSeek. This base model is fine-tuned using Group [Relative Policy](https://www.florevit.com) [Optimization](https://vidy.africa) (GRPO), a reasoning-oriented version of RL. The research group likewise performed understanding distillation from DeepSeek-R1 to [open-source Qwen](https://systemcheck-wiki.de) and Llama models and released a number of variations of each |
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