LOSS: A Simple Text Sanitization Tool
LOSS: A Practical Text Sanitization Tool LOSS: A Practical Text Sanitization Tool Text Processing CLI Tool Go Posted by Debaditya Malakar Project repository: https://github.com/uriel-flame-of-god/LOSS LOSS is a command line tool written in Go that cleans and normalizes text. It is designed primarily for text produced by large language models, but it works just as well on ordinary prose. Rather than rewriting content from scratch, LOSS focuses on removing stylistic artifacts that make text feel artificial or templated. Contents Why LOSS Exists How LOSS Works Command Line Usage Determinism and Seeds What LOSS Is Not Why LOSS Exists Modern language models tend to produce recognizable patterns. These include boilerplate phrases, overly balanced sentence rhythm, excessive polish, markdown formatting, and emojis. While none of the...