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2025 · System

Harmonia ML

Zero-Dependency CUDA & PyTorch Stack Auditor

🏆 Published on PyPI · pip install harmonia-ml

A lightweight, zero-dependency CLI auditor that eliminates CUDA version mismatches and PyTorch ecosystem dependency conflicts before you start training.

What it does

  • Diagnoses system GPU drivers, CUDA runtime, glibc, Python, and PyTorch ecosystem libraries (`torch`, `torchaudio`, `torchvision`, `transformers`) in milliseconds.
  • Provides actionable remediation commands via `harmonia doctor` and `harmonia suggest` to resolve broken CUDA wheels without guesswork.
  • Zero third-party dependencies: runs instantly in raw virtualenvs, containers, and CI/CD pipelines without polluting project requirements.