Character Prefix Conditioning for Code Completion

This post introduces character prefix conditioning, an algorithm for sampling tokens from a language model conditional on a character prefix, rather than a token prefix. This is crucial for accurate code completion where cursor position may not align with token boundaries. The goal is to minimize calls to the original language model while ensuring the output starts with the user's typed characters. This capability is foundational for accurate and seamless code completion.