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. IBM optimized the architecture for high-efficiency multilingual search. This release provides a lightweight, open alternative for developers building RAG pipelines with constrained memory footprints.