Papers with sequence-tosequence models
PyMarian: Fast Neural Machine Translation and Evaluation in Python (2024.emnlp-demo)
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| Challenge: | a Python interface to Marian NMT is available in PyPI via pip install pymarian . the interface provides a speedup factor of up to 7.8 the existing implementations . |
| Approach: | They propose a Python interface to Marian NMT, a C++-based training and inference toolkit for sequence-to-sequence models. |
| Outcome: | The proposed interface enables models trained with Marian to be connected to Python tools with a speedup factor of up to 7.8 the existing implementations. |