serggiu/opus-mt-en-it-coreml

OPUS-MT English → Italian (CoreML)

This is a CoreML conversion of Helsinki-NLP/opus-mt-en-it.

The original model was created by Helsinki-NLP at the University of Helsinki. All training, data, architecture and translation-quality credit belongs to Helsinki-NLP and the original authors. This package was converted by serggiu and is not affiliated with or endorsed by Helsinki-NLP.

Changes

• converted from PyTorch to CoreML/FP16 using coremltools
• tokenizer files packaged alongside the encoder and decoder
• no retraining or fine-tuning

Files

model.zip contains:

Encoder.mlpackage
Decoder.mlpackage
source.spm
target.spm
vocab.json
marian-config.json
tokenizer_config.json
config.json
LICENSE
ATTRIBUTION.md

This is not a transformers model. It is intended for on-device CoreML use. The CoreML runtime compiles the .mlpackage files for the local machine on first use.

Licence

The original model and this conversion are distributed under the Apache License 2.0. See LICENSE and ATTRIBUTION.md.

Citation

Jörg Tiedemann and Santhosh Thottingal. 2020. OPUS-MT – Building open translation services for the World. In Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, pages 479–480.