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Glossary

Pretraining

Quick answer

The first, large-scale stage of training a language model on broad text to learn general patterns.

It uses vast amounts of data and compute.

Specialized business data is more often used in later stages, such as fine-tuning and evaluation.

Why Pretraining matters when licensing company data to AI

Pretraining is the first, large-scale stage of training a language model on broad text to learn general patterns. It uses very large amounts of data and computing power. Specialized business data is more often used in later stages, such as fine-tuning and evaluation, so licensed business records are usually relevant to those later stages.

  1. 01Your work records
  2. 02Personal details removed
  3. 03You approve the release
  4. 04Licensed to AI developers
How it works with SourceX: Your work records → Personal details removed → You approve the release → Licensed to AI developers.Illustrative

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