A city band-shell programming desk has very little labeled program-note text and can either learn soft prompt or prefix parameters or attach a LoRA-style weight adapter. How should those two PEFT families be framed?
Select an answer to reveal the explanation.
Short Explanation
Soft prompt or prefix parameters versus a LoRA-style weight adapter are two PEFT families, not two marketing names. Prompt learning trains prompt or prefix knobs; a weight adapter trains a small low-rank update. With very little labeled program-note text, that distinction is the experiment.
Full Explanation
Prompt learning and a low-rank weight adapter are two PEFT families, not two names for one method. Prompt learning trains prompt or prefix parameters; a weight adapter trains a small update to selected weights. With very little labeled text, that distinction is the experiment to run. Safety policies and Professional sharding answer different questions.