sentence-transformers
https://github.com/ukplab/sentence-transformers
Python
Sentence Embeddings with BERT & XLNet
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- Issues
- Add SparseCachedMultipleNegativesRankingLoss
- [BUG] Error in serialization when writing results to csv using Sparse Encoder Information Retrieval evaluator
- Not able to export Qwen/Qwen3-Embedding-0.6B with Openvino backend
- MultipleNegativesRankingLoss applies Sigmoid to logits before CE by default - rationale vs. InfoNCE literature?
- tests fail with: ModuleNotFoundError: No module named 'tests.utils'
- numpy not available
- Should there be a scaling method for MarginMSE?
- Speed degradation over training
- Adding support for LMK pooling
- Allow non-sentence-transformer models as inputs to the mine_hard_negatives utility function
- Docs
- Python not yet supported