Instructions to use Helsinki-NLP/opus-mt-es-he with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Helsinki-NLP/opus-mt-es-he 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-es-he")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-es-he") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-es-he") - Notebooks
- Google Colab
- Kaggle
es-he
source group: Spanish
target group: Hebrew
OPUS readme: spa-heb
model: transformer
source language(s): spa
target language(s): heb
model: transformer
pre-processing: normalization + SentencePiece (spm32k,spm32k)
download original weights: opus-2020-12-10.zip
test set translations: opus-2020-12-10.test.txt
test set scores: opus-2020-12-10.eval.txt
Benchmarks
| testset | BLEU | chr-F |
|---|---|---|
| Tatoeba-test.spa.heb | 43.6 | 0.636 |
System Info:
hf_name: es-he
source_languages: spa
target_languages: heb
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-heb/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['es', 'he']
src_constituents: ('Spanish', {'spa'})
tgt_constituents: ('Hebrew', {'heb'})
src_multilingual: False
tgt_multilingual: False
long_pair: spa-heb
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-heb/opus-2020-12-10.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/spa-heb/opus-2020-12-10.test.txt
src_alpha3: spa
tgt_alpha3: heb
chrF2_score: 0.636
bleu: 43.6
brevity_penalty: 0.992
ref_len: 12112.0
src_name: Spanish
tgt_name: Hebrew
train_date: 2020-12-10 00:00:00
src_alpha2: es
tgt_alpha2: he
prefer_old: False
short_pair: es-he
helsinki_git_sha: b317f78a3ec8a556a481b6a53dc70dc11769ca96
transformers_git_sha: 1310e1a758edc8e89ec363db76863c771fbeb1de
port_machine: LM0-400-22516.local
port_time: 2020-12-11-11:41
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