sentence-transformers
https://github.com/ukplab/sentence-transformers
Python
Sentence Embeddings with BERT & XLNet
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- Issues
- Getting different result compared to paper when evaluating SparseEncoder (splade-v3)
- Low performance when importing the library
- Migrate train_bi-encoder_mnrl.py from v2 to v3
- AdaptiveLayer Evaluation
- Ensure encode() handles Series and other sequence types
- Drop in Dev NDCG@10 After Training on CodeSearchNet-CCR (Python only): Possible Issue with In-Batch Negatives
- Evaluator runs on all devices
- Support of `LiquidAI/LFM2-ColBERT-350M`
- [feat] Add ContAccum support to GradCache MNRL
- Update example scripts relying on `model.fit` to use `SentenceTransformerTrainer` instead
- Docs
- Python not yet supported