Comment by sunnycoder5

for folks wrestling with Ollama, llama.cpp or local LLM versioning - did you guys check out Docker's new feature - Docker Model Runner?

Docker Model Runner makes it easy to manage, run, and deploy AI models using Docker. Designed for developers, Docker Model Runner streamlines the process of pulling, running, and serving large language models (LLMs) and other AI models directly from Docker Hub or any OCI-compliant registry.

Whether you're building generative AI applications, experimenting with machine learning workflows, or integrating AI into your software development lifecycle, Docker Model Runner provides a consistent, secure, and efficient way to work with AI models locally.

For more details check this out : https://docs.docker.com/ai/model-runner/