This repository hosts Perception Encoder (PE) for encoding images, video, and audio into embeddings, and Perception Language Model (PLM) for multimodal decoding and generation. The models achieve state-of-the-art results on perception benchmarks and are integrated into popular libraries including Hugging Face transformers and timm. Released checkpoints include multiple model sizes and variants tuned for different use cases.