.. _api.sentence_transformer:

====================
Sentence Transformer
====================
.. currentmodule:: opensearch_py_ml

Constructor
~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/sentence_transformer

Train Model
~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/sentence_transformer.train

(Optional) Step by Step Train Model
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/sentence_transformer.read_queries
   api/sentence_transformer.load_training_data
   api/sentence_transformer.set_up_accelerate_config
   api/sentence_transformer.train_model
   api/sentence_transformer.zip_model

Export Model
~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/sentence_transformer.save_as_pt
   api/sentence_transformer.save_as_onnx

Config Model
~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/sentence_transformer.make_model_config_json