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Introducing Forge

Source
mistral.ai
Date

Context

Forge is Mistral AI's system for adapting models to an organization's internal knowledge and operating rules. Its launch article describes training on company documents, code, and records, followed by task-specific refinement and feedback from internal evaluations. These stages aim to teach the model the terminology and behavior needed inside that organization. The same process can guide later updates as requirements change. Forge therefore offers a continuing training process for enterprise models; the announcement presents improved reliability as an intended benefit without quantifying that improvement.

Terms in this piece · Glossary
  • eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
  • inference — Running a trained model to get answers — the phase where AI is actually used, as opposed to trained.
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