Voyage-3-large is the latest multilingual universal embedding model introduced by Voyage AI. This model holds the top rank in 100 datasets across eight domains, including law, finance, and code, surpassing OpenAI-v3-large and Cohere-v3-English. It utilizes Matryoshka learning and quantization-aware training, supporting smaller dimensions and int8 and binary quantization, significantly reducing vector database costs with minimal impact on retrieval quality. The model also supports a context length of 32K tokens, far exceeding OpenAI (8K) and Cohere (512).