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translate-cat-eng
softcatala/translate-cat-eng
translate-cat-eng is a translation model from softcatala. Use it when you need text moved from one language to another. It is set up for opennmt. The card lists the license as mit.
Catalan - English translation model for OpenNMT. These are the same models that we have in production at https://www.softcatala.org/traductor/. The models are quantified for low latency.
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At a glance
- Task
- Translation
- Library
- opennmt
- License
- mit
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Aug 7, 2024
- SHA
- e2b54a61
Model card
From the Hugging Face model README
Introduction
Catalan - English translation model for OpenNMT. These are the same models that we have in production at https://www.softcatala.org/traductor/. The models are quantified for low latency.
Usage
Install the necessary dependencies:
pip3 install ctranslate2 pyonmttok
Simple tokenization & translation using Python:
import ctranslate2
import pyonmttok
from huggingface_hub import snapshot_download
model_dir = snapshot_download(repo_id="softcatala/translate-cat-eng", revision="main")
tokenizer=pyonmttok.Tokenizer(mode="none", sp_model_path = model_dir + "/sp_m.model")
tokenized=tokenizer.tokenize("Hola món")
translator = ctranslate2.Translator(model_dir)
translated = translator.translate_batch([tokenized[0]])
print(tokenizer.detokenize(translated[0][0]['tokens']))
Benchmarks
| testset | BLEU |
|---|---|
| test dataset (from train/dev/test) | 47.4 |
| Flores200 dataset | 43.5 |
Additional information
- Task
- Translation
- Library
- opennmt
- License
- mit
- Languages
- ca, en
- Created
- Mar 2, 2022
- Updated
- Aug 7, 2024