File size: 1,018 Bytes
224f909 f785bb0 224f909 f785bb0 7baebde f785bb0 |
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 |
---
license: apache-2.0
metrics:
- bleu 52.98
- sacrebleu
datasets:
- kde4
language:
- fr
- en
pipeline_tag: translation
tags:
- translation
- fine-tuning
- marian
---
# Model Name: marian-finetuned-kde4-en-to-fr
## Description
This model is a fine-tuned MarianMT model for English to French translation. It has been trained using the KDE4 dataset and optimized for translation tasks.
## Performance
During training and evaluation, the model achieved a BLEU score of 52.98 on the validation dataset. The BLEU score is a measure of translation quality, with higher scores indicating better translation performance.
## Usage
You can use this model for translating English sentences to French. Below is a sample code snippet for translating a sentence using the model:
```python
from transformers import pipeline
model_checkpoint = "yasmineelabbar/marian-finetuned-kde4-en-to-fr-accelerate"
translator = pipeline("translation", model=model_checkpoint)
result = translator("Input sentence in English")
print(result)
|