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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to enhance thinking ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on a number of benchmarks, consisting of MATH-500 and [SWE-bench](https://soehoe.id).
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DeepSeek-R1 is based on DeepSeek-V3, a mix of specialists (MoE) design recently open-sourced by DeepSeek. This [base design](https://turizm.md) is fine-tuned utilizing Group [Relative](https://www.etymologiewebsite.nl) Policy Optimization (GRPO), a reasoning-oriented version of RL. The research group likewise performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched several versions of each
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