Training Infrastructure

Definitions

1. The hardware, software, orchestration, storage, and operational systems used to run model training. Training infrastructure becomes a major engineering challenge at larger model sizes and dataset scales.

   In plain English: The infrastructure used to run and manage model training.

   Example: "Most delays came from training infrastructure issues like checkpoint storage and cluster scheduling, not from the model code itself."

Related Terms

• AI Compute
• AI Hosting
• AI Platform
• AI Runtime
• GPU Memory
• Knowledge Cutoff
• Safety Training
• Supervised
• Training Budget
• Training Loss
• Training Objective
• Training Schedule
• Training Strategy
• Warm Start