TL;DR – We’re excited to introduce voyage-3.5 and voyage-3.5-lite, the latest generation of our embedding models. These models offer improved retrieval quality over voyage-3 and voyage-3-lite at the same price, setting a new frontier for price-performance. Both models support embeddings in 2048, 1024, 512, and 256 dimensions, with multiple quantization options enabled by Matryoshka learning and quantization-aware training. voyage-3.5 and voyage-3.5-lite outperform OpenAI-v3-large by 8.26% and 6....