I would like to perform Machine Translation in tensorflow.js, in the browser. The issue is that state-of-the-art models have many gigabytes (fairseq ensemble), and translation is slow.
Do you know some good small models for Machine Translation? Probably something below the 50 million parameter threshold.
I found some older papers with models below 100 MB for training on small datasets (IWSLT'15 English-Vietnamese attention-based models), but these are probably superseded.