Model Training as Code
Summary
Aleph Alpha presents Savanna, a model training pipeline implemented as code (MTaC) to address the growing complexity and coordination challenges of large-scale AI training. The post explains how turning the pipeline into code enables composability, consensus, and provenance, and describes the architecture (Flyte, Kubernetes, on-prem storage, Weights & Biases) and the workflow for end-to-end training, experimentation, and deployment.