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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve reasoning capability. DeepSeek-R1 attains outcomes on par with [OpenAI's](http://images.gillion.com.cn) o1 design on a number of standards, including MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of experts (MoE) model just recently open-sourced by DeepSeek. This base design is [fine-tuned utilizing](https://jandlfabricating.com) Group Relative Policy Optimization (GRPO), a [reasoning-oriented](http://digitalmaine.net) version of RL. The research [study team](https://www.primerorecruitment.co.uk) likewise performed understanding [distillation](https://diversitycrejobs.com) from DeepSeek-R1 to open-source Qwen and Llama designs and released several versions of each |
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