sentence-transformers
https://github.com/ukplab/sentence-transformers
Python
Sentence Embeddings with BERT & XLNet
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- Issues
- Multi-GPU Training with DP or DDP combined with reentrant gradient checkpointing dies at first backward pass
- `local_files_only=False` makes `SentenceTransformer.__init__` 6-7x slower
- MatryoshkaLoss as 'module' object is not callable
- Batching Encoding gives drastically different results even with atol=1
- Quantization loss wrapper?
- No training and validation loss for MNR and CachedMNR loss function
- Bug: cannot import name '__version__' from 'datasets'
- RuntimeError: Placeholder storage has not been allocated on MPS device!
- Can't train a 7B-sized model on 80GB A100
- Precision Setting Ignored: Returning float64 Instead of float32
- Docs
- Python not yet supported