fairseq/docs/command_line_tools.rst
Myle Ott fbd4cef9a5 Add fairseq to PyPI (#495)
Summary:
- fairseq can now be installed via pip: `pip install fairseq`
- command-line tools are globally accessible: `fairseq-preprocess`, `fairseq-train`, `fairseq-generate`, etc.
Pull Request resolved: https://github.com/pytorch/fairseq/pull/495

Differential Revision: D14017761

Pulled By: myleott

fbshipit-source-id: 10c9f6634a3056074eac2f33324b4f1f404d4235
2019-02-08 22:03:29 -08:00

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1.8 KiB
ReStructuredText

.. _Command-line Tools:
Command-line Tools
==================
Fairseq provides several command-line tools for training and evaluating models:
- :ref:`fairseq-preprocess`: Data pre-processing: build vocabularies and binarize training data
- :ref:`fairseq-train`: Train a new model on one or multiple GPUs
- :ref:`fairseq-generate`: Translate pre-processed data with a trained model
- :ref:`fairseq-interactive`: Translate raw text with a trained model
- :ref:`fairseq-score`: BLEU scoring of generated translations against reference translations
- :ref:`fairseq-eval-lm`: Language model evaluation
.. _fairseq-preprocess:
fairseq-preprocess
~~~~~~~~~~~~~~~~~~
.. automodule:: preprocess
.. argparse::
:module: fairseq.options
:func: get_preprocessing_parser
:prog: fairseq-preprocess
.. _fairseq-train:
fairseq-train
~~~~~~~~~~~~~
.. automodule:: train
.. argparse::
:module: fairseq.options
:func: get_training_parser
:prog: fairseq-train
.. _fairseq-generate:
fairseq-generate
~~~~~~~~~~~~~~~~
.. automodule:: generate
.. argparse::
:module: fairseq.options
:func: get_generation_parser
:prog: fairseq-generate
.. _fairseq-interactive:
fairseq-interactive
~~~~~~~~~~~~~~~~~~~
.. automodule:: interactive
.. argparse::
:module: fairseq.options
:func: get_interactive_generation_parser
:prog: fairseq-interactive
.. _fairseq-score:
fairseq-score
~~~~~~~~~~~~~
.. automodule:: score
.. argparse::
:module: fairseq_cli.score
:func: get_parser
:prog: fairseq-score
.. _fairseq-eval-lm:
fairseq-eval-lm
~~~~~~~~~~~~~~~
.. automodule:: eval_lm
.. argparse::
:module: fairseq.options
:func: get_eval_lm_parser
:prog: fairseq-eval-lm