ROCm vLLM Deployment Skill

Production-ready automation for deploying vLLM inference services on AMD ROCm GPUs using Docker Compose.

Features

• Environment Auto-Check - Detects and repairs missing dependencies
• Model Parameter Detection - Auto-reads config.json for optimal settings
• VRAM Estimation - Calculates memory requirements before deployment
• Secure Token Handling - Never writes tokens to compose files
• Structured Output - All logs and test results saved per-model
• Deployment Reports - Human-readable summary for each deployment
• Health Verification - Automated health checks and functional tests
• Troubleshooting Guide - Common issues and solutions

Environment Prerequisites

Recommended (for production): Add to ~/.bash_profile: