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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to enhance reasoning [capability](https://code.nwcomputermuseum.org.uk). DeepSeek-R1 attains outcomes on par with [OpenAI's](https://git.gra.phite.ro) o1 design on numerous standards, including MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of [experts](https://sos.shinhan.ac.kr) (MoE) model recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a [reasoning-oriented](https://videopromotor.com) version of RL. The research study group also performed understanding distillation from DeepSeek-R1 to [open-source Qwen](https://gitea.linkensphere.com) and Llama models and launched [numerous variations](https://git.jackbondpreston.me) of each |
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