Introduces continue_training.sh to automatically resume interrupted training stages by detecting existing checkpoints and proceeding as needed. Updates README_MACOS.md with instructions and troubleshooting for using the new script, including manual continuation steps and improved guidance for memory, architecture, and performance issues.