language:
- bn
- or
- gu
- mr
- ur
- hi
- as
- si
- inc
- multilingual
license: apache-2.0
tags:
- translation
inc-inc
source group: Indic languages
target group: Indic languages
OPUS readme: inc-inc
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
test set translations: opus-2020-07-27.test.txt
test set scores: 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: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
port_machine: brutasse
port_time: 2020-08-21-14:41