Neural Machine Translation (NMT) tutorial with OpenNMT-py. Data preprocessing, model training, evaluation, and deployment.
- Data Processing (notebook | code)
- NMT Model Training with OpenNMT-py (notebook)
- Translation/Inference with CTranslate2 (code)
- MT Evaluation with BLEU and other metrics (tutorial | code | notebook)
- Simple Web UI (tutorial | code)
- Running TensorBoard with OpenNMT (tutorial)
- Low-Resource Neural Machine Translation (tutorial)
- Domain Adaptation with Mixed Fine-tuning (tutorial)
- Overview of Domain Adaptation Techniques (tutorial)
- Multilingual Machine Translation (tutorial)
- Using Pre-trained NMT models with CTranslate2 (M2M-100 | NLLB-200)
- Domain-Specific Text Generation for Machine Translation (paper | article | code)
- Adaptive Machine Translation with Large Language Models (paper | code)
- Fine-tuning Large Language Models for Adaptive Machine Translation (paper | code)