sentence-transformers
https://github.com/ukplab/sentence-transformers
Python
Sentence Embeddings with BERT & XLNet
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- Issues
- Problem using CrossEncoder.rank with jina-reranker-v3
- Proposal: Add hardness weighting to GISTEmbedLoss, with CachedGISTEmbedLoss parity, following #3667
- Docs: add production deployment guide for async servers (FastAPI/uvicorn + OpenMP deadlock)
- Passing a list of images as video can work in `transformers` but not in `sentence transformer`
- Explicit device assignment ignored in multi-GPU (PyTriton) environment
- [Security] Arbitrary code execution when loading a local model directory
- [`feat`] Add token-level sparse autoencoder modules
- Error when saving checkpoints while training jina-embeddings-v5-text-nano with Sentence-Transformers
- [`feat`] Add model merging via mergekit (SentenceTransformer / SparseEncoder / CrossEncoder)
- 运行Qwen3-Reranker报错
- Docs
- Python not yet supported