The Granite Embedding Multilingual R2 supports 32K context and operates under an Apache 2.0 license. It outperforms larger competitors in retrieval quality while staying under 100M parameters. This efficiency allows developers to deploy high-performance multilingual search on edge devices. The model optimizes retrieval for 105 languages without requiring massive compute overhead.