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<br>[DeepSeek open-sourced](https://zeustrahub.osloop.com) DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to improve thinking capability. DeepSeek-R1 [attains](https://safeway.com.bd) outcomes on par with OpenAI's o1 design on a number of benchmarks, consisting of MATH-500 and [SWE-bench](https://jobboat.co.uk).<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a [mixture](https://carrieresecurite.fr) of [professionals](https://testgitea.cldevops.de) (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), [raovatonline.org](https://raovatonline.org/author/dixietepper/) a reasoning-oriented variation of RL. The research group likewise carried out [understanding distillation](https://www.app.telegraphyx.ru) from DeepSeek-R1 to open-source Qwen and Llama designs and launched a number of variations of each |
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