Open Model Production Serving: vLLM, SGLang, and GPU Capacity Planning

<p>An advanced, hands-on course on serving open-weight models in production: compare Ollama, llama.cpp server, vLLM, SGLang, and Triton-style stacks, work through real GPU memory and capacity-planning math, deploy inference on Kubernetes, and manage model versioning, canary rollout, eval gates, and rollback once a model is serving live traffic.</p>

Tools: vllm, llama.cpp, kubernetes, gpu serving