How to deploy and fine-tune DeepSeek models on AWS

A running document to showcase how to deploy and fine-tune DeepSeek R1 models with Hugging Face on AWS.



What is DeepSeek-R1?

If you’ve ever struggled with a tough math problem, you know how useful it is to think a little longer and work through it carefully. OpenAI’s o1 model showed that when LLMs are trained to do the same—by using more compute during inference—they get significantly better at solving reasoning tasks like mathematics, coding, and logic.

 

 

 

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