đ ccs-eng
This project focuses on the translation between South Caucasian languages and English, leveraging a transformer model to achieve efficient and accurate translation.
đ Quick Start
The information provided here gives a comprehensive view of the ccs - eng translation model, including its source and target languages, model type, pre - processing steps, and performance benchmarks.
⨠Features
- Language Pair: Translates between South Caucasian languages (source) and English (target).
- Model Type: Utilizes a transformer model for translation.
- Pre - processing: Applies normalization and SentencePiece (spm12k, spm12k) for pre - processing.
đĻ Installation
No specific installation steps are provided in the original document.
đģ Usage Examples
No code examples are provided in the original document.
đ Documentation
General Information
- Source Group: South Caucasian languages
- Target Group: English
- OPUS Readme: ccs - eng
Model Details
Benchmarks
| testset |
BLEU |
chr - F |
| Tatoeba - test.kat - eng.kat.eng |
18.0 |
0.357 |
| Tatoeba - test.multi.eng |
18.0 |
0.357 |
System Info
| Property |
Details |
| hf_name |
ccs - eng |
| source_languages |
ccs |
| target_languages |
eng |
| opus_readme_url |
https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ccs-eng/README.md |
| original_repo |
Tatoeba - Challenge |
| tags |
['translation'] |
| languages |
['ka', 'ccs', 'en'] |
| src_constituents |
{'kat'} |
| tgt_constituents |
{'eng'} |
| src_multilingual |
True |
| tgt_multilingual |
False |
| prepro |
normalization + SentencePiece (spm12k,spm12k) |
| url_model |
https://object.pouta.csc.fi/Tatoeba-MT-models/ccs-eng/opus2m-2020-07-31.zip |
| url_test_set |
https://object.pouta.csc.fi/Tatoeba-MT-models/ccs-eng/opus2m-2020-07-31.test.txt |
| src_alpha3 |
ccs |
| tgt_alpha3 |
eng |
| short_pair |
ccs - en |
| chrF2_score |
0.35700000000000004 |
| bleu |
18.0 |
| brevity_penalty |
1.0 |
| ref_len |
5992.0 |
| src_name |
South Caucasian languages |
| tgt_name |
English |
| train_date |
2020 - 07 - 31 |
| src_alpha2 |
ccs |
| tgt_alpha2 |
en |
| prefer_old |
False |
| long_pair |
ccs - eng |
| helsinki_git_sha |
480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 |
| transformers_git_sha |
2207e5d8cb224e954a7cba69fa4ac2309e9ff30b |
| port_machine |
brutasse |
| port_time |
2020 - 08 - 21 - 14:41 |
đ License
This project is licensed under the Apache - 2.0 license.
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