| name | run2_robust_env |
| description | Procedures for resolving environment conflicts, broken packages, and restricted system-wide access in Python. |
Resolving Environment Conflicts
In research environments (e.g., containers), pip might face restricted system-wide access or broken distributions.
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Handling Externally Managed Environments:
If pip install fails with "externally-managed-environment", use --break-system-packages cautiously or create a virtual environment (python -m venv).
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Fixing Broken Package Distributions:
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Managing Missing Shared Objects:
Always verify the installation of hardware-dependent libraries like torch or flash-attn by running a basic script to import them.
Logging System State
Use python -VV and pip freeze to ensure the runtime state is documented for reproducibility.