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transformer

A transformer is an architecture built from attention layers; most frontier LLMs are decoder-only or encoder–decoder transformers.

Expanded definition

transformer shows up constantly when teams ship LLM features. Practically, it influences how you design prompts, evaluate quality, and reason about failure modes. Teams should document how transformer manifests in their stack—data handling, evaluation, and runtime guardrails—and revisit assumptions as models update.

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transformer FAQ

What is transformer?

A transformer is an architecture built from attention layers; most frontier LLMs are decoder-only or encoder–decoder transformers.

How is transformer used in AI systems?

transformer shows up constantly when teams ship LLM features. Practically, it influences how you design prompts, evaluate quality, and reason about failure modes. Teams should document how transformer manifests in their stack—data handling, evaluation, and runtime guardrails—and revisit assumptions as models update.

Related

Comparisons, tools, and models that connect to this idea.