
### Introduction

English - Catalan translation model based on OpenNMT. These are the same models that we have in production at https://www.softcatala.org/traductor/.


### Usage


```bash
pip3 install ctranslate2 pyonmttok
```

Simple translation using Python:

```python

import ctranslate2
from huggingface_hub import snapshot_download
model_dir = snapshot_download(repo_id="softcatala/opennmt-eng-cat", revision="main")

translator = ctranslate2.Translator(model_dir)
print(translator.translate_batch([["▁Hello", "▁world", "!"]]))
[[{'tokens': ['▁Hola', '▁món', '!']}]]

```

Simple tokenization & translation using Python:


```python
import ctranslate2
import pyonmttok
from huggingface_hub import snapshot_download
model_dir = snapshot_download(repo_id="softcatala/opennmt-eng-cat", revision="main")

tokenizer=pyonmttok.Tokenizer(mode="none", sp_model_path = model_dir + "/sp_m.model")
tokenized=tokenizer.tokenize("Hello world!")

import ctranslate2
translator = ctranslate2.Translator(model_dir)
translated = translator.translate_batch([tokenized[0]])
print(tokenizer.detokenize(translated[0][0]['tokens']))
Hola món!
```

## Benchmarks

| testset                               | BLEU  |
|---------------------------------------|-------|
| test dataset (from train/dev/test)   	| 45.2	|
| Flores101 dataset  					| 40.7	|


{"language": ["ca", "en"], "license": "mit", "library_name": "opennmt", "tags": ["translation"], "metrics": ["bleu"], "inference": false}
opennmt translation ca en license:mit region:us
TAGS
#opennmt #translation #ca #en #license-mit #region-us 

### Introduction


English - Catalan translation model based on OpenNMT. These are the same models that we have in production at URL


### Usage


Simple translation using Python:


Simple tokenization & translation using Python:


Benchmarks
----------




### Introduction


English - Catalan translation model based on OpenNMT. These are the same models that we have in production at URL ### Usage


Simple translation using Python:


Simple tokenization & translation using Python:


Benchmarks
----------
TAGS
#opennmt #translation #ca #en #license-mit #region-us 
 ### Introduction


English - Catalan translation model based on OpenNMT. These are the same models that we have in production at URL ### Usage


Simple translation using Python:


Simple tokenization & translation using Python:


Benchmarks
----------
passage: TAGS
#opennmt #translation #ca #en #license-mit #region-us 
### Introduction


English - Catalan translation model based on OpenNMT. These are the same models that we have in production at URL### Usage


Simple translation using Python:


Simple tokenization & translation using Python:


Benchmarks
----------