Collection of Common Machine Translation Tools
Inference Engine
Indic Languages NLP Tools
- Compare-MT: Multiple MT evaluation metics.
- NLPMetrics: Multiple MT evaluation metics.
- SacreBLEU: MT evaluation metic, supporting BLEU, spBLEU, chrF++, TER, WER
- WER: WER MT evaluation metic.
- PyTER: TER MT evaluation metic.
- COMET: Semantic MT evaluation metic.
- YISI: Semantic MT evaluation metic.
Relevant Tutorials
Most of these models can be converted to the CTranslate2 format for better efficiency. You can also run them out-of-the-box with HuggingFace, a framework supporting pre-trained models for multiple NLP purposes.
- OPUS-MT (Tatoeba-Challenge): Several MT models
- M2M-100
- mBART
- NLLB
- T5
Other pre-trained NLP models: