Stop Sequence

Special tokens that signal when an AI model should stop generating output

Overview

A stop sequence is a predefined set of characters or tokens that instructs an AI model to cease text generation when encountered. These sequences act as boundaries or termination signals, helping to control the length and structure of generated content. Stop sequences are particularly valuable in applications requiring specific output formats or when precise control over generation boundaries is needed to maintain output quality and relevance.

Core Concepts

  • Predefined markers that signal text generation completion
  • Boundary control for output generation
  • Format-specific termination signals

Implementation

  • Define clear stop sequences
  • Consider context sensitivity
  • Handle edge cases
  • Validate sequence effectiveness
  • Monitor generation boundaries
  • Maintain output quality

Key Applications

  • Structured response generation
  • Output format control
  • Length management
  • Content boundary definition
  • Quality assurance
  • Response templating