How to Install and Run DeepSeek-V3 Locally on GPU in Linux Ubuntu

Published: 19 January 2025
on channel: Aleksandar Haber PhD
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#deepseek #lllm #machinelearning
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What is covered in this tutorial: In this machine learning and large language model (LL) tutorial, we explain how to install and run a quantized version of DeepSeek-V3 on a local computer with GPU and on Linux Ubuntu. To properly run and install DeepSeek-V3, we will build a Llama.cpp program from source with CUDA GPU support. We use Llama.cpp since this program enables us to run different types of LLMs with minimal setup time.


Motivation: DeepSeek-V3 is a powerful Mixture-of-Experts (MoE) language model. According to the test data published by people behind DeepSeek-V3, this model outperforms Qwen2.5-72B, Llama 3.1-405B, GPT-4o-0513 and Claude-3.5-Sonnet. Consequently, it is important to test the performance of DeepSeek-V3 and potentially integrate it in your project.


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