gitlab ci

Turn fragile, notebook-only AI into repeatable Linux automation with a Bash-first GitLab CI pipeline. The guide walks you through installing Docker/Podman and GitLab Runner across apt/dnf/zypper, enabling optional NVIDIA GPUs, and shipping a minimal repo plus .gitlab-ci.yml that verifies, trains (CPU/GPU), caches deps/models, and packages artifacts. Includes security tips, containerized inference, and practical warm-up and caching tricks.

Learn how to boost web development efficiency and reliability using CI/CD pipelines, particularly GitHub Actions and GitLab CI. Our guide covers the essentials of Continuous Integration and Continuous Deployment, providing step-by-step instructions for setting up automated workflows in a Linux environment. Ideal for both beginners and experienced developers, this guide not only improves code quality but also accelerates release cycles through detailed setup tutorials and recommended advanced practices.