Ready2Blend: From Natural-Language Instructions to Composable Alignment Prompts
Ready2Blend addresses continual alignment by learning requirements as independent prompts over a frozen Large Language Model backbone instead of updating the model itself. It uses AlignFormer to translate natural language needs into fixed-length prompts and employs composability regularization to ensure these learned prompts can be arithmetically blended at inference for flexible personalization.