sentence-transformers
https://github.com/ukplab/sentence-transformers
Python
Sentence Embeddings with BERT & XLNet
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- Issues
- Finetune for "clustering" when we don't have exact positive/negative pairs
- Increase the number of negatives in CachedGISTEmbedLoss to 2
- Creating embeddings before training model
- Error in Fully Sharded Data Parallelism (FSDP) set up
- Best practice to encode huge dataset
- Can't load distiluse-base-multilingual-cased-v2 model
- Please future prove `clean_up_tokenization_spaces`
- Difference between `SentenceLabelDataset` and `GroupByLabelBatchSampler`?
- Question about MultipleNegativesRankingLoss and gradient accumulation steps
- Plans for CrossEncoder and ColBERT
- Docs
- Python not yet supported