No More Runtime Setup - Bundling, Distributing, Deploying, and Scaling LLMs Seamlessly with Ollama Operator

Explore a groundbreaking approach to bundling, distributing, deploying, and scaling Large Language Models (LLMs) in this 34-minute conference talk by Fanshi Zhang from DaoCloud at the Cloud Native Computing Foundation (CNCF) event. Learn how Ollama Operator simplifies the complex process of managing LLMs by eliminating runtime setup challenges. Discover how this innovative tool, powered by Modelfile, streamlines the deployment of LLM workloads across various operating systems and environments. Gain insights into utilizing llama.cpp-powered unified bundled runtime through simple CRD definitions or the kollama CLI. Delve into the capabilities of Ollama Operator and Ollama for deploying custom large language models, and explore how to leverage Modelfile features within the Kubernetes ecosystem. This presentation offers valuable solutions for developers and organizations seeking to overcome common hurdles in LLM implementation and management.

No More Runtime Setup! Let's Bundle, Distribute, Deploy, Scale LLMs Seamlessly... - Fanshi Zhang