How models work

Small language model

A language model with relatively few parameters, designed to run cheaply, quickly or on a laptop or phone. Well suited to narrow tasks such as classification or extraction, but weaker at broad knowledge and complex reasoning than larger models.


Related terms

Attention

The mechanism in a transformer that lets the model weigh how relevant each token is to every other token when working …

Backpropagation

The technique that calculates how much each weight in a neural network contributed to an error, working backwards from…

Base model

A model straight out of pretraining, before it has been tuned to follow instructions or hold a conversation. Given a q…

Chain of thought

Step-by-step reasoning written out before a final answer, either prompted ('think it through step by step') or built i…

Compute

Shorthand for the processing power used to train and run AI models, usually on large clusters of specialised chips in …

Constitutional AI

A training approach, published by Anthropic in 2022, in which a model critiques and revises its own responses against …

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