PyTorch Models

Pretrained

Available models trained using OpenNMT.

벤치마크

This page benchmarks training results of open-source NMT systems with generated models of OpenNMT and other systems.

독일어->영어

Who/When Corpus Prep Training Tool Training Parameters Server Details Training Time/Memory Scores Model
2018/02/11
Baseline
IWSLT ‘14 DE-EN OpenNMT d4ab35a default options:
2 layers, RNN 500, WE 500, input feed
20 epochs
Trained on 1 GPU TITAN X   BLEU Score: 30.33 203MB here

영어 요약

Who/When Corpus Prep Training Tool Training Parameters Server Details Training Time/Memory Scores Model
2018/02/11
Baseline
Gigaword Standard OpenNMT d4ab35a default options:
2 layers, RNN 500, WE 500, input feed
20 epochs
Trained on 1 GPU TITAN X   Gigaword F-Score R1: 33.60 R2: 16.29 RL: 31.45 331MB here