Large Language Models

Browse all content tagged with Large Language Models

Glossary

Emergence

Emergence in AI refers to sophisticated, system-wide patterns and behaviors not explicitly programmed, arising from interactions within the system’s components. These emergent behaviors pose predictability and ethical challenges, requiring safeguards and guidelines to manage their impact.

2 min read
Glossary

Foundation Model

A Foundation AI Model is a large-scale machine learning model trained on vast amounts of data, adaptable to a wide range of tasks. Foundation models have revolutionized AI by serving as a versatile base for specialized AI applications across domains like NLP, computer vision, and more.

6 min read
Glossary

Parameter Efficient Fine Tuning (PEFT)

Parameter-Efficient Fine-Tuning (PEFT) is an innovative approach in AI and NLP that enables adapting large pre-trained models to specific tasks by updating only a small subset of their parameters, reducing computational costs and training time for efficient deployment.

9 min read

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