Sentence Transformers README (embeddings, retrieval, reranking)

Fields

id

sources/embed-sbert-github

URL

https://github.com/UKPLab/sentence-transformers

Publisher

UKP Lab

Kind

repo

Accessed

2026-10-03

notes

Sentence Transformers README. Four model families: SentenceTransformer (dense), CrossEncoder (reranker), SparseEncoder, MultiVector (ColBERT-style late interaction). Recommends Python 3.10+, PyTorch 2.2+, transformers v5.0+. Extras include onnx and openvino. Note the repo redirects to huggingface/sentence-transformers.

Notes

Sentence Transformers README. Four model families: SentenceTransformer (dense), CrossEncoder (reranker), SparseEncoder, MultiVector (ColBERT-style late interaction). Recommends Python 3.10+, PyTorch 2.2+, transformers v5.0+. Extras include onnx and openvino. Note the repo redirects to huggingface/sentence-transformers.

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