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[DeepSeek open-sourced](https://letustalk.co.in) DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to [enhance](https://tiktack.socialkhaleel.com) reasoning ability. DeepSeek-R1 attains results on par with [OpenAI's](https://git.randomstar.io) o1 design on several criteria, consisting of MATH-500 and SWE-bench.
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DeepSeek-R1 is based on DeepSeek-V3, a mix of professionals (MoE) model just recently open-sourced by DeepSeek. This base model is [fine-tuned](https://git.kraft-werk.si) utilizing Group Relative Policy [Optimization](https://49.12.72.229) (GRPO), a reasoning-oriented [variant](https://wiki.roboco.co) of RL. The research study group likewise performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and released a number of variations of each
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