Prompt tuning with soft prompts is an advanced technique used in machine learning, particularly with language models like GPT3 or GPT4. The idea is to fine-tune a model on a specific task or style of response by using a carefully crafted set of prompts or “soft prompts” that are added to the input text. This approach helps in guiding the model’s responses in a desired direction without the need for extensive retraining or modifying the model’s weights.
See Also: PETM, Prompt Tuning, Prompt tuning with soft prompts