đ Hebrew - English Translation Model
This project focuses on a Hebrew - English translation model, offering a reliable solution for language translation tasks. It provides detailed information about the model, including its type, pre - processing steps, and performance benchmarks.
đ Quick Start
The model is designed to translate from Hebrew to English. You can download the original weights and test set translations from the provided links below to start using the model.
⨠Features
- Language Pair: Specifically designed for Hebrew to English translation.
- Model Type: Utilizes the Transformer architecture.
- Pre - processing: Applies normalization and SentencePiece (spm32k, spm32k) for better performance.
đĻ Installation
To use this model, you need to download the original weights:
opus - 2020 - 10 - 04.zip
đ Documentation
he - en
- Source Group: Hebrew
- Target Group: English
- OPUS Readme: heb - eng
Benchmarks
| testset |
BLEU |
chr - F |
| Tatoeba - test.heb.eng |
52.0 |
0.670 |
System Info
- hf_name: he - en
- source_languages: heb
- target_languages: eng
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/heb-eng/README.md
- original_repo: Tatoeba - Challenge
- tags: ['translation']
- languages: ['he', 'en']
- src_constituents: ('Hebrew', {'heb'})
- tgt_constituents: ('English', {'eng'})
- src_multilingual: False
- tgt_multilingual: False
- long_pair: heb - eng
- prepro: normalization + SentencePiece (spm32k,spm32k)
- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/heb-eng/opus-2020-10-04.zip
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/heb-eng/opus-2020-10-04.test.txt
- src_alpha3: heb
- tgt_alpha3: eng
- chrF2_score: 0.67
- bleu: 52.0
- brevity_penalty: 0.9690000000000001
- ref_len: 73560.0
- src_name: Hebrew
- tgt_name: English
- train_date: 2020 - 10 - 04 00:00:00
- src_alpha2: he
- tgt_alpha2: en
- prefer_old: False
- short_pair: he - en
- helsinki_git_sha: 61fd6908b37d9a7b21cc3e27c1ae1fccedc97561
- transformers_git_sha: d99ed7ad618037ae878f0758157ed0764bd7f935
- port_machine: LM0 - 400 - 22516.local
- port_time: 2020 - 10 - 15 - 16:31
đ License
This project is licensed under the Apache - 2.0 license.
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Transformers