# Load model directly
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-da-eo")
model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-da-eo")dan-epo
source group: Danish
target group: Esperanto
OPUS readme: dan-epo
model: transformer-align
source language(s): dan
target language(s): epo
model: transformer-align
pre-processing: normalization + SentencePiece (spm4k,spm4k)
download original weights: opus-2020-06-16.zip
test set translations: opus-2020-06-16.test.txt
test set scores: opus-2020-06-16.eval.txt
Benchmarks
| testset | BLEU | chr-F |
|---|---|---|
| Tatoeba-test.dan.epo | 23.6 | 0.432 |
System Info:
hf_name: dan-epo
source_languages: dan
target_languages: epo
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/dan-epo/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['da', 'eo']
src_constituents: {'dan'}
tgt_constituents: {'epo'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm4k,spm4k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/dan-epo/opus-2020-06-16.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/dan-epo/opus-2020-06-16.test.txt
src_alpha3: dan
tgt_alpha3: epo
short_pair: da-eo
chrF2_score: 0.43200000000000005
bleu: 23.6
brevity_penalty: 0.9420000000000001
ref_len: 69856.0
src_name: Danish
tgt_name: Esperanto
train_date: 2020-06-16
src_alpha2: da
tgt_alpha2: eo
prefer_old: False
long_pair: dan-epo
helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
port_machine: brutasse
port_time: 2020-08-21-14:41
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# 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-da-eo")