README.md

metadata

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:

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)