The Granite Embedding Multilingual R2 model supports 32K context tokens under an Apache 2.0 license. It delivers top-tier retrieval quality for models under 100M parameters. This efficiency allows developers to deploy high-performance multilingual search on edge devices. It outperforms larger competitors in specific retrieval benchmarks while maintaining a small memory footprint.