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AI Factory Glossary

7 technical terms and definitions

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zero (zero redundancy optimizer),zero,zero redundancy optimizer,model training

Distributed training that partitions optimizer states gradients and parameters.

zero liquid discharge, environmental & sustainability

Zero liquid discharge eliminates wastewater by recycling all water through advanced treatment.

zero-cost proxies, neural architecture

Predict architecture quality without training.

zero-cost proxy, neural architecture search

Zero-cost proxies predict neural architecture performance without training by analyzing network properties like gradient statistics or activations.

zero-failure testing, reliability

All units survive test.

zero-shot chain-of-thought,reasoning

Add "Let's think step by step" without examples.

zero-shot distillation, model compression

Distill without task-specific data.