Is Adapter (PEFT) the same as PEFT adapter?

Yes — PEFT adapter, bottleneck adapter are common aliases for Adapter (PEFT).

What concepts are related to Adapter (PEFT)?

Closely related concepts include lora, prefix tuning, sft.

ModelRefs / Adapter (PEFT) — AI Glossary

Adapter (PEFT) — AI Glossary

Small trainable modules inserted between transformer layers, enabling parameter-efficient fine-tuning with <1% of full model parameters.

What this reference supports

Adapter (PEFT) — AI Glossary: This canonical definition establishes how ModelRefs uses the term and connects it to related implementation concepts. Read the definition in context when a vendor, paper, or benchmark uses a narrower meaning.

Adapter (PEFT) — AI Glossary: Related references show where the concept appears in models, providers, benchmarks, workflows, architectures, prompts, or tools. Those links distinguish a definition from evidence that a particular system supports it.

Adapter (PEFT) — AI Glossary: Terminology and implementation practice evolve. Check cited primary material and current documentation when the exact definition, protocol, or product behavior affects a consequential decision.

Continue your research

Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to Adapter (PEFT) — AI Glossary.