File size: 1,292 Bytes
3aa1dfc 1f610d7 3aa1dfc 46be1e7 3aa1dfc |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 |
---
language:
- de
- ca
tags:
- translation
library_name: opennmt
license: mit
metrics:
- bleu
inference: false
---
### Introduction
German - Catalan 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:
```bash
pip3 install ctranslate2 pyonmttok
```
Simple tokenization & translation using Python:
```python
import ctranslate2
import pyonmttok
from huggingface_hub import snapshot_download
model_dir = snapshot_download(repo_id="softcatala/translate-deu-cat", revision="main")
tokenizer=pyonmttok.Tokenizer(mode="none", sp_model_path = model_dir + "/sp_m.model")
tokenized=tokenizer.tokenize("Hallo Freunde")
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) | 34.8 |
| Flores200 dataset | 28.9 |
## Additional information
* https://github.com/Softcatala/nmt-models
* https://github.com/Softcatala/parallel-catalan-corpus
|