Automated Model Weight Ingestion & Storage Pipelines

Introduction

Managing multi-gigabyte LLM model weights requires robust storage and ingestion pipelines.

Artifact Repositories

Using OCI registries and specialized artifact stores like MLflow or Hugging Face Hub to manage model weights.

CI/CD for Models

Automating the ingestion of new model versions, running evaluation suites, and promoting models to production registries.