--- language: - ca - en tags: - translation library_name: opennmt license: mit metrics: - bleu inference: false --- ### 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 |