AI Factory Glossary

zapier,integration,connect

Zapier connects apps with AI. Automated workflows.

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

Distributed training that partitions optimizer states gradients and parameters.

zero anaphora resolution, nlp

Resolve implicit references.

zero defect goal, quality

Aim for no defects.

zero defect goal, quality & reliability

Zero defect goals pursue perfection through continuous improvement.

zero defects mindset, quality

Attitude toward quality.

zero defects philosophy, quality

Aim for perfection.

zero liquid discharge, environmental & sustainability

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

zero to hero,curriculum,course

I can create zero to hero curricula for topics like LLMs, chips, math, or programming, tailored to your current level.

zero-copy memory, infrastructure

CPU memory accessible by GPU.

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-init residual, optimization

Initialize residual connections to identity.

zero-shot chain-of-thought,reasoning

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

zero-shot classification,few-shot learning

Classify without training examples for those classes.

zero-shot cot, prompting

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

zero-shot cot, prompting techniques

Zero-shot chain-of-thought uses trigger phrase like "let's think step by step" without examples.

zero-shot cross-lingual transfer, transfer learning

Apply to unseen language without fine-tuning.

zero-shot distillation, model compression

Distill without task-specific data.

zero-shot prompting, prompting

No examples provided.

zero-shot prompting, prompting techniques

Zero-shot prompting requests task completion without providing examples in the prompt.

zero-shot retrieval, rag

Zero-shot retrieval performs on new domains without domain-specific training.

zero-shot segmentation,computer vision

Segment novel objects without training.

zero-shot task generalization, evaluation

Perform unseen tasks from instructions.

zero-shot translation, transfer learning

Translate unseen language pairs.

zero,deepspeed,offload

ZeRO (DeepSpeed) partitions optimizer states, gradients, parameters across GPUs. Offload to CPU for even larger models.

zero,deepspeed,optimizer state

ZeRO (DeepSpeed) shards optimizer states, gradients, and parameters across GPUs. Enables training huge models.

zeta potential, metrology

Surface charge in solution.

zig-zag in-line package, zip, packaging

Staggered pins.

zone a b c, spc

Regions at different sigma levels.

zone rules, spc

Control chart divided into zones.