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---
language:
-bn
-or
-gu
-mr
-ur
-hi
-as
-si
-inc
tags:
- translation
license: apache-2.0
---
### inc-inc
* source group: Indic languages
* target group: Indic languages
* OPUS readme: [inc-inc](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/inc-inc/README.md)
* model: transformer
* source language(s): asm hin mar urd
* target language(s): asm hin mar urd
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
* download original weights: [opus-2020-07-27.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/inc-inc/opus-2020-07-27.zip)
* test set translations: [opus-2020-07-27.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/inc-inc/opus-2020-07-27.test.txt)
* test set scores: [opus-2020-07-27.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/inc-inc/opus-2020-07-27.eval.txt)
## Benchmarks
| testset | BLEU | chr-F |
|-----------------------|-------|-------|
| Tatoeba-test.asm-hin.asm.hin | 2.6 | 0.231 |
| Tatoeba-test.hin-asm.hin.asm | 9.1 | 0.262 |
| Tatoeba-test.hin-mar.hin.mar | 28.1 | 0.548 |
| Tatoeba-test.hin-urd.hin.urd | 19.9 | 0.508 |
| Tatoeba-test.mar-hin.mar.hin | 11.6 | 0.466 |
| Tatoeba-test.multi.multi | 17.1 | 0.464 |
| Tatoeba-test.urd-hin.urd.hin | 13.5 | 0.377 |
### System Info:
- hf_name: inc-inc
- source_languages: inc
- target_languages: inc
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/inc-inc/README.md
- original_repo: Tatoeba-Challenge
- tags: ['translation']
- languages: ['bn', 'or', 'gu', 'mr', 'ur', 'hi', 'as', 'si', 'inc']
- src_constituents: {'pnb', 'gom', 'ben', 'hif_Latn', 'ori', 'guj', 'pan_Guru', 'snd_Arab', 'npi', 'mar', 'urd', 'bho', 'hin', 'san_Deva', 'asm', 'rom', 'mai', 'awa', 'sin'}
- tgt_constituents: {'pnb', 'gom', 'ben', 'hif_Latn', 'ori', 'guj', 'pan_Guru', 'snd_Arab', 'npi', 'mar', 'urd', 'bho', 'hin', 'san_Deva', 'asm', 'rom', 'mai', 'awa', 'sin'}
- src_multilingual: True
- tgt_multilingual: True
- prepro: normalization + SentencePiece (spm32k,spm32k)
- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/inc-inc/opus-2020-07-27.zip
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/inc-inc/opus-2020-07-27.test.txt
- src_alpha3: inc
- tgt_alpha3: inc
- short_pair: inc-inc
- chrF2_score: 0.46399999999999997
- bleu: 17.1
- brevity_penalty: 1.0
- ref_len: 4985.0
- src_name: Indic languages
- tgt_name: Indic languages
- train_date: 2020-07-27
- src_alpha2: inc
- tgt_alpha2: inc
- prefer_old: False
- long_pair: inc-inc
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
- transformers_git_sha: 6bdf998dffa70030e42f512a586f33a15e648edd
- port_machine: brutasse
- port_time: 2020-08-19-00:09 |