Instructions to use Helsinki-NLP/opus-mt-ur-en with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Helsinki-NLP/opus-mt-ur-en 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-ur-en")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-ur-en") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-ur-en") - Inference
- Notebooks
- Google Colab
- Kaggle
urd-eng
source group: Urdu
target group: English
OPUS readme: urd-eng
model: transformer-align
source language(s): urd
target language(s): eng
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.urd.eng | 23.2 | 0.435 |
System Info:
hf_name: urd-eng
source_languages: urd
target_languages: eng
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/urd-eng/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['ur', 'en']
src_constituents: {'urd'}
tgt_constituents: {'eng'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/urd-eng/opus-2020-06-17.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/urd-eng/opus-2020-06-17.test.txt
src_alpha3: urd
tgt_alpha3: eng
short_pair: ur-en
chrF2_score: 0.435
bleu: 23.2
brevity_penalty: 0.975
ref_len: 12029.0
src_name: Urdu
tgt_name: English
train_date: 2020-06-17
src_alpha2: ur
tgt_alpha2: en
prefer_old: False
long_pair: urd-eng
helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
port_machine: brutasse
port_time: 2020-08-21-14:41
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