transformers pytorch marian text2text-generation translation fine-tuning fr en dataset:kde4 license:apache-2.0 autotrain_compatible endpoints_compatible region:us
---
datasets:
- kde4
language:
- fr
- en
license: apache-2.0
metrics:
- bleu 52.98
- sacrebleu
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)
