Instructions to use Nextcloud-AI/opus-mt-zh-it with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Nextcloud-AI/opus-mt-zh-it with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("translation", model="Nextcloud-AI/opus-mt-zh-it")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Nextcloud-AI/opus-mt-zh-it") model = AutoModelForSeq2SeqLM.from_pretrained("Nextcloud-AI/opus-mt-zh-it") - Notebooks
- Google Colab
- Kaggle
| language: | |
| - zh | |
| - it | |
| tags: | |
| - translation | |
| license: apache-2.0 | |
| ### zho-ita | |
| * source group: Chinese | |
| * target group: Italian | |
| * OPUS readme: [zho-ita](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/zho-ita/README.md) | |
| * model: transformer-align | |
| * source language(s): cmn cmn_Bopo cmn_Hang cmn_Hani cmn_Hira cmn_Kana cmn_Latn lzh lzh_Hang lzh_Hani lzh_Hira lzh_Yiii wuu_Bopo wuu_Hani wuu_Latn yue_Hani | |
| * target language(s): ita | |
| * model: transformer-align | |
| * pre-processing: normalization + SentencePiece (spm32k,spm32k) | |
| * download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/zho-ita/opus-2020-06-17.zip) | |
| * test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/zho-ita/opus-2020-06-17.test.txt) | |
| * test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/zho-ita/opus-2020-06-17.eval.txt) | |
| ## Benchmarks | |
| | testset | BLEU | chr-F | | |
| |-----------------------|-------|-------| | |
| | Tatoeba-test.zho.ita | 27.9 | 0.508 | | |
| ### System Info: | |
| - hf_name: zho-ita | |
| - source_languages: zho | |
| - target_languages: ita | |
| - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/zho-ita/README.md | |
| - original_repo: Tatoeba-Challenge | |
| - tags: ['translation'] | |
| - languages: ['zh', 'it'] | |
| - src_constituents: {'cmn_Hans', 'nan', 'nan_Hani', 'gan', 'yue', 'cmn_Kana', 'yue_Hani', 'wuu_Bopo', 'cmn_Latn', 'yue_Hira', 'cmn_Hani', 'cjy_Hans', 'cmn', 'lzh_Hang', 'lzh_Hira', 'cmn_Hant', 'lzh_Bopo', 'zho', 'zho_Hans', 'zho_Hant', 'lzh_Hani', 'yue_Hang', 'wuu', 'yue_Kana', 'wuu_Latn', 'yue_Bopo', 'cjy_Hant', 'yue_Hans', 'lzh', 'cmn_Hira', 'lzh_Yiii', 'lzh_Hans', 'cmn_Bopo', 'cmn_Hang', 'hak_Hani', 'cmn_Yiii', 'yue_Hant', 'lzh_Kana', 'wuu_Hani'} | |
| - tgt_constituents: {'ita'} | |
| - src_multilingual: False | |
| - tgt_multilingual: False | |
| - prepro: normalization + SentencePiece (spm32k,spm32k) | |
| - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/zho-ita/opus-2020-06-17.zip | |
| - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/zho-ita/opus-2020-06-17.test.txt | |
| - src_alpha3: zho | |
| - tgt_alpha3: ita | |
| - short_pair: zh-it | |
| - chrF2_score: 0.508 | |
| - bleu: 27.9 | |
| - brevity_penalty: 0.935 | |
| - ref_len: 19684.0 | |
| - src_name: Chinese | |
| - tgt_name: Italian | |
| - train_date: 2020-06-17 | |
| - src_alpha2: zh | |
| - tgt_alpha2: it | |
| - prefer_old: False | |
| - long_pair: zho-ita | |
| - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 | |
| - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b | |
| - port_machine: brutasse | |
| - port_time: 2020-08-21-14:41 |