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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to improve reasoning capability. DeepSeek-R1 [attains outcomes](http://getthejob.ma) on par with OpenAI's o1 design on several benchmarks, [consisting](https://gitea.ashcloud.com) of MATH-500 and SWE-bench.
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DeepSeek-R1 is based on DeepSeek-V3, a mixture of professionals (MoE) design just recently open-sourced by DeepSeek. This [base design](https://wiki.project1999.com) is [fine-tuned](http://park1.wakwak.com) using Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research study group likewise performed knowledge [distillation](https://flexwork.cafe24.com) from DeepSeek-R1 to [open-source Qwen](https://git.privateger.me) and Llama designs and [released numerous](https://cyberbizafrica.com) [versions](http://47.109.24.444747) of each
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