metadata

license: apache-2.0
base_model: facebook/mbart-large-50-many-to-many-mmt
datasets:
  - ai4bharat/samanantar
language:
  - en
  - te
metrics:
  - bleu

Finetuning

This model is a fine-tuned version of facebook/mbart-large-50-many-to-many-mmt on the samanantar dataset. source group: English target group: Telugu model: transformer

Model description

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

Training and evaluation data

ai4bharath/samanantar

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-5
warmup_steps: 500
total_train_batch_size: 8
num_epochs: 1

Benchamark Evaluation

BLEU score on Tatoeba: 35.930411196308434
BLUE score on IN-22: 14.753637948612852

Framework versions

Transformers 4.42.3
Pytorch 2.1.2
Datasets 2.20.0
Tokenizers 0.19.1