Machine Translation
english | italian |
---|---|
Hello! How are you doing? | Ciao, come stai? |
I got promoted today | Oggi sono stato promosso! |
Not doing well today | Oggi non mi sento bene |
ludwig experiment \
--dataset translation.csv \
--config config.yaml
With config.yaml
:
input_features:
-
name: english
type: text
encoder:
type: rnn
cell_type: lstm
reduce_output: null
preprocessing:
tokenizer: english_tokenize
output_features:
-
name: italian
type: text
decoder:
type: generator
cell_type: lstm
attention: bahdanau
reduce_input: null
loss:
type: softmax_cross_entropy
preprocessing:
tokenizer: italian_tokenize
trainer:
batch_size: 96