Infomaniak-AI/onnx-opus-mt-es-en
By Infomaniak-AI · ↓ 2 · ♥ 0 · Updated 2024-08-13
What's in this repo
This page lists the files in Infomaniak-AI/onnx-opus-mt-es-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
spa-eng
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source group: Spanish
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target group: English
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OPUS readme: spa-eng
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model: transformer
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source language(s): spa
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target language(s): eng
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model: transformer
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pre-processing: normalization + SentencePiece (spm32k,spm32k)
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download original weights: opus-2020-08-18.zip
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test set translations: opus-2020-08-18.test.txt
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test set scores: opus-2020-08-18.eval.txt
Benchmarks
| testset | BLEU | chr-F |
|---|---|---|
| newssyscomb2009-spaeng.spa.eng | 30.6 | 0.570 |
| news-test2008-spaeng.spa.eng | 27.9 | 0.553 |
| newstest2009-spaeng.spa.eng | 30.4 | 0.572 |
| newstest2010-spaeng.spa.eng | 36.1 | 0.614 |
| newstest2011-spaeng.spa.eng | 34.2 | 0.599 |
| newstest2012-spaeng.spa.eng | 37.9 | 0.624 |
| newstest2013-spaeng.spa.eng | 35.3 | 0.609 |
| Tatoeba-test.spa.eng | 59.6 | 0.739 |
System Info:
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hf_name: spa-eng
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source_languages: spa
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target_languages: eng
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opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-eng/README.md
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original_repo: Tatoeba-Challenge
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tags: ['translation']
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languages: ['es', 'en']
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src_constituents: {'spa'}
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tgt_constituents: {'eng'}
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src_multilingual: False
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tgt_multilingual: False
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prepro: normalization + SentencePiece (spm32k,spm32k)
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url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.zip
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url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-eng/opus-2020-08-18.test.txt
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src_alpha3: spa
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tgt_alpha3: eng
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short_pair: es-en
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chrF2_score: 0.7390000000000001
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bleu: 59.6
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brevity_penalty: 0.9740000000000001
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ref_len: 79376.0
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src_name: Spanish
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tgt_name: English
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train_date: 2020-08-18 00:00:00
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src_alpha2: es
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tgt_alpha2: en
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prefer_old: False
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long_pair: spa-eng
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helsinki_git_sha: d2f0910c89026c34a44e331e785dec1e0faa7b82
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transformers_git_sha: f7af09b4524b784d67ae8526f0e2fcc6f5ed0de9
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port_machine: brutasse
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port_time: 2020-08-24-18:20
Model info
Created: 2024-08-13
Updated: 2024-08-13
View on Hugging Face