FastEdit provides a command-line interface for editing pre-trained large language models by injecting factual knowledge. It supports multiple model architectures including LLaMA, LLaMA-2, BLOOM, Falcon, and others. The project implements the Rank-One Model Editing (ROME) algorithm and achieves model edits within approximately 10 seconds using PyTorch and Hugging Face Transformers.