Fairseq is an open-source sequence-to-sequence learning toolkit developed by Facebook AI Research, designed for training custom models in natural language processing and other sequence tasks. It is ideal for researchers and developers seeking a flexible, high-performance framework for tasks like translation, summarization, and language modeling.