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DeepSeek open-sourced DeepSeek-R1, [hb9lc.org](https://www.hb9lc.org/wiki/index.php/User:ChiquitaVeilleux) an LLM fine-tuned with support knowing (RL) to improve thinking [ability](http://222.121.60.403000). DeepSeek-R1 attains outcomes on par with OpenAI's o1 design on numerous benchmarks, including MATH-500 and SWE-bench.
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DeepSeek-R1 is based on DeepSeek-V3, a mixture of professionals (MoE) model recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative [Policy Optimization](http://compass-framework.com3000) (GRPO), a reasoning-oriented variant of RL. The research study team likewise [carried](https://www.grandtribunal.org) out [knowledge distillation](https://gitea.ravianand.me) from DeepSeek-R1 to open-source Qwen and Llama designs and launched several variations of each
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