Initial version+

README.md

@@ -1,3 +1,59 @@
----
-license: mit
----
+---
+language: 
+- ca
+- nl
+
+tags:
+- translation
+
+library_name: opennmt
+license: mit
+metrics:
+- bleu
+
+inference: false
+---
+
+### Introduction
+
+Dutch - 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
+import pyonmttok
+from huggingface_hub import snapshot_download
+model_dir = snapshot_download(repo_id="softcatala/translate-fra-cat", revision="main")
+
+tokenizer=pyonmttok.Tokenizer(mode="none", sp_model_path = model_dir + "/sp_m.model")
+tokenized=tokenizer.tokenize("Salut monde")
+
+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)   	| 27.6	|
+| Flores200 dataset  					| 18.2 	|
+
+## Additional information
+* https://github.com/Softcatala/nmt-models
+* https://github.com/Softcatala/parallel-catalan-corpus
+

config.json

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+{
+}

model.bin

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+oid sha256:f9ea6864ecc5d8751fab0efe132b8d2b02a6272d569f429b3d3bce3204795793
+size 70727761

model_description.txt

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+Model description: cat-nld
+Date: 2022-11-19
+TF version 2.10.0, OpenNMT version 2.29.1, CTranslate2 version 2.24.0
+Test data set
+  BLEU|nrefs:1|case:mixed|eff:no|tok:13a|smooth:exp|version:2.1.0 = 27.6 59.2/33.4/22.0/14.9 (BP = 0.971 ratio = 0.972 hyp_len = 143209 ref_len = 147368)
+chrF2|nrefs:1|case:mixed|eff:yes|nc:6|nw:0|space:no|version:2.1.0 = 56.0
+Flores data set
+  BLEU|nrefs:1|case:mixed|eff:no|tok:13a|smooth:exp|version:2.1.0 = 18.2 52.6/23.7/12.7/7.2 (BP = 0.992 ratio = 0.992 hyp_len = 25258 ref_len = 25467)
+chrF2|nrefs:1|case:mixed|eff:yes|nc:6|nw:0|space:no|version:2.1.0 = 49.5

sp_m.model

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+version https://git-lfs.github.com/spec/v1
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+size 1177902