ai-homelab

Repo for configuring hosts for basic AI development, including libraries for development and GPU drivers.

Initial Target Platforms

• Ubuntu 22.04 LTS

  • CPU
    • AMD 5950X
    • AMD 5800X
    • ARM?
  • GPU
    • NVidia 3090
    • AMD 7900XTX
    • AMD 6900XT

• macOS 14

  • M1 Max (16" MBP)
  • M2 (13" MBA)
  • M1 (13" MBA)
  • Intel i9 (16" MBP)

(based on available test hardware)

Initial Target Libraries

• PyTorch
• TensorFlow
• stable_baselines3
• OpenAI Gym
• OpenCV?
• Others for LLM / Diffusion?

Assumptions about base target environment:

• Ubuntu 22.04 LTS

  • ssh keys are in place
  • sudo is available
  • apt is available
  • internet is available
  • user is in sudoers group
  • GPU is installed in motherboard
  • GPU has available drivers
  • system has booted succesfully WITHOUT proprietary drivers installed

• macOS 14

  • ssh keys are in place
  • xcode command line tools are installed
  • sudo is available

Assumptions about base source environment (if building over ssh):

• Bash or ZSH shell environment
• ssh keys are in place
• ansible is available on the source machine
• internet is available on the source and destination machines
• connectivity to target hosts is available

TODO:

"now install build-essentials and the dependencies for the amdgpu pro drivers" causes copilot to create an infinite loop suggesting the same packages over and over. Hm.

ansible-playbook -i inventory/hosts setup.yml -K -e "pro_key="