--- 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](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: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b - port_machine: brutasse - port_time: 2020-08-21-14:41