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A PyTorch implementation of "Attention is all you need" by Vaswani et al.

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seq2seq transformer for machine translation

A PyTorch implementation of "Attention is all you need" by Vaswani et al

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Dataset

Sample outputs after (very) brief training:

>>> inference("hello, how are you today?", model, dataset, DEV)
'<SOS> hola ¿cómo estás hoy <EOS>'

>>> inference("i like to play basketball in my free time", model, dataset, DEV)
'<SOS> me gusta jugar baloncesto en mi tiempo libre <EOS>'

>>> inference("i will go swim tomorrow", model, dataset, DEV)
'<SOS> mañana iré a nadar <EOS>'

>>> inference("i really want to sleep now", model, dataset, DEV)
'<SOS> realmente quiero dormir ahora <EOS>'

>>> inference("this took me a few days to make", model, dataset, DEV)
'<SOS> me tomó un par de días hacer esto <EOS>'

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