MS-AMP is a Microsoft-developed library that automates mixed precision training for deep learning workloads. It optimizes training through FP8 precision and integrates with PyTorch to enable efficient large language model training. The library targets GPU-based training optimization and is documented alongside the FP8-LM research paper on training FP8 LLMs.