bhavitvyamalik
commited on
Commit
•
cd3fcda
1
Parent(s):
242299a
Upload README.md with huggingface_hub
Browse files
README.md
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
language:
|
3 |
+
- ca
|
4 |
+
- en
|
5 |
+
tags:
|
6 |
+
- translation
|
7 |
+
license: cc-by-4.0
|
8 |
+
---
|
9 |
+
|
10 |
+
### Translation model for ca-en HPLT v1.0
|
11 |
+
|
12 |
+
This repository contains the model weights for translation models trained with Marian for HPLT project. For usage instructions, evaluation scripts, and inference scripts, please refer to the [HPLT-MT-Models v1.0](https://github.com/hplt-project/HPLT-MT-Models/tree/main/v1.0) GitHub repository.
|
13 |
+
|
14 |
+
* Source language: ca
|
15 |
+
* Target language: en
|
16 |
+
* Dataset: HPLT only
|
17 |
+
* Model: transformer-base
|
18 |
+
* Tokenizer: SentencePiece (Unigram)
|
19 |
+
* Cleaning: We use OpusCleaner for cleaning the corpus. Details about rules used can be found in the filter files in [Github](https://github.com/hplt-project/HPLT-MT-Models/tree/main/v1.0/data/ca-en/raw/v0)
|
20 |
+
|
21 |
+
To run inference with Marian, refer to the [Inference/Decoding/Translation](https://github.com/hplt-project/HPLT-MT-Models/tree/main/v1.0#inferencedecodingtranslation) section of our GitHub repository.
|
22 |
+
|
23 |
+
|
24 |
+
## Benchmarks
|
25 |
+
|
26 |
+
| testset | BLEU | chr-F | comet |
|
27 |
+
| -------------------------------------- | ---- | ----- | ----- |
|
28 |
+
| flores200 | 41.0 | 64.4 | 0.8955 |
|
29 |
+
| ntrex | 31.3 | 57.7 | 0.8757 |
|