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Ask HN: Linux vs. Mac vs. Windows for Programming, Deep Learning, AI, ML, DS

May 24, 2024 - news.ycombinator.com
The author suggests that the question about the best operating system for programming, deep learning, AI, ML, and DS is too broad as it covers a wide range of topics. They express a preference for Windows due to its ability to run all software, including Linux applications under WSL2 and Windows-specific software such as CAD and DJ software.

However, they also note that for specific tasks such as training llm models, a high-end setup with dual 4090 or 5090 graphics cards is required. This setup would likely be a Linux server accessed remotely, as the graphics cards would not be used for rendering.

Key takeaways:

  • The question about the best operating system for Programming, Deep Learning, AI, ML, DS is too generic and encompasses a wide range of applications.
  • The author prefers Windows as it allows running all software, including Linux applications under WSL2 and Windows-specific software.
  • For training llm models in a reasonable time, one needs to invest in a dual 4090 (or upcoming 5090) setup at a minimum.
  • This setup will likely be a Linux server that you ssh into from a different machine, as you don't want to use the graphics cards for rendering.
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