Sentence Transformers v6.3 adds token pooling-aware training for cheaper multi-vector retrieval

CShorten30 · x · 2026-11-11

Sentence Transformers v6.3 ships token pooling-aware training, teaching multi-vector models to preserve retrieval quality with fewer document vectors. The hpool paper's author notes the progression: pooling was already a free lunch, proper training made it cheaper than free, and the new kernel makes it free AND fast.

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