---
license: apache-2.0
datasets:
- ai4bharat/samanantar
language:
- en
- hi
metrics:
- bleu
pipeline_tag: translation
---



# Finetuning

This model is a fine-tuned version of [facebook/mbart-large-50-many-to-many-mmt](https://huggingface.co/facebook/mbart-large-50-many-to-many-mmt) on the samanantar dataset.

source group: English

target group: Hindi

model: transformer

## Model description

facebook/mbart-large-50-many-to-many-mmt finetuned for translation task in Hindi language

## Training and evaluation data

ai4bharath/samanantar

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 2e-5
- total_train_batch_size: 8
- num_epochs: 1

## Benchamark Evaluation

BLEU score on Tatoeba: 11.208466750961147

BLUE score on IN-22: 26.069430553765887

## Framework versions

Transformers 4.42.3

Pytorch 2.1.2

Datasets 2.20.0

Tokenizers 0.19.1