| # Examples | |
| This folder contains various examples how to use SentenceTransformers. | |
| ## Applications | |
| The [applications](applications/) folder contains examples how to use SentenceTransformers for tasks like clustering or semantic search. | |
| ## Evaluation | |
| The [evaluation](evaluation/) folder contains some examples how to evaluate SentenceTransformer models for common tasks. | |
| ## 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). | |
| ## Unsupervised Learning | |
| The [unsupervised_learning](unsupervised_learning/) folder contains examples how to train sentence embedding models without labeled data. | |