# 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.