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| .. _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:: fairseq_cli.preprocess | |
| .. argparse:: | |
| :module: fairseq.options | |
| :func: get_preprocessing_parser | |
| :prog: fairseq-preprocess | |
| .. _fairseq-train: | |
| fairseq-train | |
| ~~~~~~~~~~~~~ | |
| .. automodule:: fairseq_cli.train | |
| .. argparse:: | |
| :module: fairseq.options | |
| :func: get_training_parser | |
| :prog: fairseq-train | |
| .. _fairseq-generate: | |
| fairseq-generate | |
| ~~~~~~~~~~~~~~~~ | |
| .. automodule:: fairseq_cli.generate | |
| .. argparse:: | |
| :module: fairseq.options | |
| :func: get_generation_parser | |
| :prog: fairseq-generate | |
| .. _fairseq-interactive: | |
| fairseq-interactive | |
| ~~~~~~~~~~~~~~~~~~~ | |
| .. automodule:: fairseq_cli.interactive | |
| .. argparse:: | |
| :module: fairseq.options | |
| :func: get_interactive_generation_parser | |
| :prog: fairseq-interactive | |
| .. _fairseq-score: | |
| fairseq-score | |
| ~~~~~~~~~~~~~ | |
| .. automodule:: fairseq_cli.score | |
| .. argparse:: | |
| :module: fairseq_cli.score | |
| :func: get_parser | |
| :prog: fairseq-score | |
| .. _fairseq-eval-lm: | |
| fairseq-eval-lm | |
| ~~~~~~~~~~~~~~~ | |
| .. automodule:: fairseq_cli.eval_lm | |
| .. argparse:: | |
| :module: fairseq.options | |
| :func: get_eval_lm_parser | |
| :prog: fairseq-eval-lm | |