Prompts consist of an embedding
So for sure, a disadvantage is the lack of interpretability of soft prompts.
Soft prompts are created during the process of prompt tuning
including additional context in the input text
model weights are frozen, and the parameters of a prompt are updated
이식성이 낮음
어텐션 블락 들어가기 전 임베딩 생성전에 레이어 추가하여 생성되고 그부분 훈련
Prompt Tuning, Hard Prompts & Soft Prompts
Prompt Engineering is the method of accessing Large Language Models (LLMs), hence implementations like Pipelines, Agents, Prompt Chaining &…
https://cobusgreyling.medium.com/prompt-tuning-hard-prompts-soft-prompts-49740de6c64c

Learn Prompting: Your Guide to Communicating with AI
Learn Prompting is the largest and most comprehensive course in prompt engineering available on the internet, with over 60 content modules, translated into 9 languages, and a thriving community.
https://learnprompting.org/docs/trainable/soft_prompting

Seonglae Cho