Instructions to use Helsinki-NLP/opus-mt-uk-nl with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Helsinki-NLP/opus-mt-uk-nl 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="Helsinki-NLP/opus-mt-uk-nl")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-uk-nl") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-uk-nl") - Notebooks
- Google Colab
- Kaggle
ukr-nld
source group: Ukrainian
target group: Dutch
OPUS readme: ukr-nld
model: transformer-align
source language(s): ukr
target language(s): nld
model: transformer-align
pre-processing: normalization + SentencePiece (spm32k,spm32k)
download original weights: opus-2020-06-17.zip
test set translations: opus-2020-06-17.test.txt
test set scores: opus-2020-06-17.eval.txt
Benchmarks
| testset | BLEU | chr-F |
|---|---|---|
| Tatoeba-test.ukr.nld | 48.7 | 0.656 |
System Info:
hf_name: ukr-nld
source_languages: ukr
target_languages: nld
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ukr-nld/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['uk', 'nl']
src_constituents: {'ukr'}
tgt_constituents: {'nld'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-nld/opus-2020-06-17.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-nld/opus-2020-06-17.test.txt
src_alpha3: ukr
tgt_alpha3: nld
short_pair: uk-nl
chrF2_score: 0.6559999999999999
bleu: 48.7
brevity_penalty: 0.985
ref_len: 59943.0
src_name: Ukrainian
tgt_name: Dutch
train_date: 2020-06-17
src_alpha2: uk
tgt_alpha2: nl
prefer_old: False
long_pair: ukr-nld
helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
port_machine: brutasse
port_time: 2020-08-21-14:41
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