nogibjj/mlops-template

Provides production-ready scaffolding with GPU support via Docker and NVIDIA Container Toolkit, pre-configured for PyTorch, TensorFlow, and Hugging Face model fine-tuning. Uses standard Python tooling (virtualenv, pip) with GitHub Actions CI/CD, Pytest, and linting (ruff/pylint) rather than conda. Includes zero-shot classification and keyword extraction utilities, plus integrated GPU verification scripts for CUDA validation across containerized and native environments.

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