Local AI use cases with Docker
Docker runs apps in containers. Many local AI setups run Ollama or its front ends in Docker, often with the GPU passed through to the container.
Rebel BitesA 4B local model on a 4 GB laptop GPU as a PASS/FAIL test evaluator
Qwen3 4B Instruct in Ollama (Docker, WSL2) grades a Spring Boot app's root-cause answers against expected ones, returning a JSON verdict, with every speed and memory number measured on a 4 GB Quadro T1000.