Torch Models

Available models trained using OpenNMT.

English-German Translation

Corpus トークン処理 Model BLEU score  
WMT 17 -mode aggressive -segment_case -joiner_annotate 2 layers, 1024 hidden size, 32K shared BPE newstest2017: 25.1 download
WMT 17 (with back-translation) -mode aggressive -segment_case -joiner_annotate 2 layers, 1024 hidden size, 32K shared BPE newstest2016: 32.8 download

Multi-way Translation (FR,ES,PT,IT,RO<>FR,ES,PT,IT,RO)

Corpus トークン処理 Model  
Multi -mode aggressive 4 layers, 1000 hidden size,
600 embedding size, brnn
32K shared BPE
download

More details on the forum.

English Summarization

Corpus Model Score  
Gigaword standard 2 layers, 500 hidden size,
500 embedding size, 11 epochs
R1: 33.13
R2: 16.09
RL: 31.00
download