ColBERT-style multi-vector encoders land natively in Sentence Transformers
Sentence Transformers now ships MultiVectorEncoder, letting you load any PyLate, ColBERT, or colpali-engine checkpoint through one familiar API. Late interaction keeps one vector per token and MaxSim scoring, trading index size for retrieval quality, including state-of-the-art OCR-free visual document search.