Infomaniak-AI/onnx-opus-mt-de-en
By Infomaniak-AI · ↓ 7 · ♥ 0 · Updated 2024-08-13
What's in this repo
This page lists the files in Infomaniak-AI/onnx-opus-mt-de-en, including decoder_model.onnx, decoder_model_merged.onnx, decoder_with_past_model.onnx and more.
- 4 ONNX models (.onnx files)
- 13 files, including 5 .json, 4 .onnx, 2 .spm, 1 .md
- Last updated 2024-08-13
ONNX files
| File | Size | Download |
|---|---|---|
| decoder_model.onnx | — | Download |
| decoder_model_merged.onnx | — | Download |
| decoder_with_past_model.onnx | — | Download |
| encoder_model.onnx | — | Download |
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
opus-mt-de-en
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source languages: de
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target languages: en
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OPUS readme: de-en
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dataset: opus
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model: transformer-align
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pre-processing: normalization + SentencePiece
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download original weights: opus-2020-02-26.zip
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test set translations: opus-2020-02-26.test.txt
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test set scores: opus-2020-02-26.eval.txt
Benchmarks
| testset | BLEU | chr-F |
|---|---|---|
| newssyscomb2009.de.en | 29.4 | 0.557 |
| news-test2008.de.en | 27.8 | 0.548 |
| newstest2009.de.en | 26.8 | 0.543 |
| newstest2010.de.en | 30.2 | 0.584 |
| newstest2011.de.en | 27.4 | 0.556 |
| newstest2012.de.en | 29.1 | 0.569 |
| newstest2013.de.en | 32.1 | 0.583 |
| newstest2014-deen.de.en | 34.0 | 0.600 |
| newstest2015-ende.de.en | 34.2 | 0.599 |
| newstest2016-ende.de.en | 40.4 | 0.649 |
| newstest2017-ende.de.en | 35.7 | 0.610 |
| newstest2018-ende.de.en | 43.7 | 0.667 |
| newstest2019-deen.de.en | 40.1 | 0.642 |
| Tatoeba.de.en | 55.4 | 0.707 |
Model info
Created: 2024-08-13
Updated: 2024-08-13
View on Hugging Face