| # Examples |
| This folder contains various examples how to use SentenceTransformers. |
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| ## Applications |
| The [applications](applications/) folder contains examples how to use SentenceTransformers for tasks like clustering or semantic search. |
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| ## Evaluation |
| The [evaluation](evaluation/) folder contains some examples how to evaluate SentenceTransformer models for common tasks. |
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| ## Training |
| The [training](training/) folder contains examples how to fine-tune transformer models like BERT, RoBERTa, or XLM-RoBERTa for generating sentence embedding. For the documentation how to train your own models, see [Training Overview](http://www.sbert.net/docs/training/overview.html). |
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| ## Unsupervised Learning |
| The [unsupervised_learning](unsupervised_learning/) folder contains examples how to train sentence embedding models without labeled data. |
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