Helsinki-NLP / opus-mt_tiny_eng-tur

huggingface.co
Total runs: 263
24-hour runs: 0
7-day runs: -69
30-day runs: -69
Model's Last Updated: May 06 2026
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Introduction of opus-mt_tiny_eng-tur

Model Details of opus-mt_tiny_eng-tur

OPUS-MT-tiny-eng-tur

Distilled model from a Tatoeba-MT Teacher: Tatoeba-MT-models/eng-tur/opusTCv20210807+bt_transformer-big_2022-02-25 ), which has been trained on the Tatoeba dataset.

We used the OpusDistillery to train new a new student with the tiny architecture, with a regular transformer decoder. For training data, we used Tatoeba . The configuration file fed into OpusDistillery can be found here .

How to run
from transformers import MarianMTModel, MarianTokenizer
model_name = "Helsinki-NLP/opus-mt_tiny_eng-tur"
tokenizer = MarianTokenizer.from_pretrained(model_name)
model = MarianMTModel.from_pretrained(model_name)
tok = tokenizer("Persians have a relatively easy and mostly smooth grammar.", return_tensors="pt").input_ids
output = model.generate(tok)[0]
tokenizer.decode(output, skip_special_tokens=True)
Benchmarks
Teacher
testset BLEU chr-F COMET
Flores+ 31.4 62.8 0.8854
Bouquet 36.6 66.5 0.9058
Student
testset BLEU chr-F COMET
Flores+ 28.5 62.8 0.8633
Bouquet 33.0 64.6 0.8899
Marian models

We also provide Marian-compatible versions of this model. To use them, compile Marian and run decoding with marian-decoder , for example:

marian-decoder \
  -i input.txt \
  -c final.model.npz.best-perplexity.npz.decoder.yml \
  -m final.model.npz.best-perplexity.npz \
  -v vocab.spm vocab.spm

Runs of Helsinki-NLP opus-mt_tiny_eng-tur on huggingface.co

263
Total runs
0
24-hour runs
-30
3-day runs
-69
7-day runs
-69
30-day runs

More Information About opus-mt_tiny_eng-tur huggingface.co Model

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https://choosealicense.com/licenses/apache-2.0

opus-mt_tiny_eng-tur huggingface.co

opus-mt_tiny_eng-tur huggingface.co is an AI model on huggingface.co that provides opus-mt_tiny_eng-tur's model effect (), which can be used instantly with this Helsinki-NLP opus-mt_tiny_eng-tur model. huggingface.co supports a free trial of the opus-mt_tiny_eng-tur model, and also provides paid use of the opus-mt_tiny_eng-tur. Support call opus-mt_tiny_eng-tur model through api, including Node.js, Python, http.

opus-mt_tiny_eng-tur huggingface.co Url

https://huggingface.co/Helsinki-NLP/opus-mt_tiny_eng-tur

Helsinki-NLP opus-mt_tiny_eng-tur online free

opus-mt_tiny_eng-tur huggingface.co is an online trial and call api platform, which integrates opus-mt_tiny_eng-tur's modeling effects, including api services, and provides a free online trial of opus-mt_tiny_eng-tur, you can try opus-mt_tiny_eng-tur online for free by clicking the link below.

Helsinki-NLP opus-mt_tiny_eng-tur online free url in huggingface.co:

https://huggingface.co/Helsinki-NLP/opus-mt_tiny_eng-tur

opus-mt_tiny_eng-tur install

opus-mt_tiny_eng-tur is an open source model from GitHub that offers a free installation service, and any user can find opus-mt_tiny_eng-tur on GitHub to install. At the same time, huggingface.co provides the effect of opus-mt_tiny_eng-tur install, users can directly use opus-mt_tiny_eng-tur installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

opus-mt_tiny_eng-tur install url in huggingface.co:

https://huggingface.co/Helsinki-NLP/opus-mt_tiny_eng-tur

Url of opus-mt_tiny_eng-tur

opus-mt_tiny_eng-tur huggingface.co Url

Provider of opus-mt_tiny_eng-tur huggingface.co

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