sentence-transformers
https://github.com/ukplab/sentence-transformers
Python
Sentence Embeddings with BERT & XLNet
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- Issues
- Inference speedup mechanism
- Progress bar not working when running on GPU cluster in Azure Databricks
- How is the similarity between sentences calculated?
- Removing stop words and lemmatization.
- Classification based on similarity score
- Number of epochs for contrastive learning ?
- About paraphrase dataset
- paraphrase-mpnet-base-v2 vs. all-mpnet-base-v2
- sentence-transformers vs. transformers for semantic similarity
- Integration with W&B like in HF Trainer
- Docs
- Python not yet supported