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AI Factory Glossary

9,967 technical terms and definitions

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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.