The Granite Embedding Multilingual R2 model supports a 32K context window under an Apache 2.0 license. It outperforms larger competitors in retrieval quality while remaining under 100M parameters. This efficiency allows developers to deploy high-performance multilingual search on edge devices. The model optimizes retrieval for diverse languages without requiring massive compute overhead.