Mutate is a library to synthesize text datasets using Large Language Models (LLM). Mutate reads through the examples in the dataset and generates similar examples using auto generated few shot prompts.

Currently supports few Shot text data synsthesize for text classification datasets using Causal LLMs ( GPT like ). The roadmap includes synthesizing other types of text Dataset synthesis - NER , sentence pairs etc and Fine-tuning support for better quality generation