bart-base-translate-en-vi

GuysTrans/bart-base-translate-en-vi

bart-base-translate-en-vi is a machine learning model from GuysTrans. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: bart
Access: Public
Created: Nov 6, 2023
Updated: Nov 6, 2023
SHA: 593c466a

Datasets

mt_eng_vietnamese

Model card

From the Hugging Face model README

bart-base-translate-en-vi

This model is a fine-tuned version of GuysTrans/bart-base-translate-en-vi on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:

Loss: 0.6744
Rouge1: 56.0521
Rouge2: 34.1329
Rougel: 47.1473
Rougelsum: 47.8238
Bleu: 12.7027
Gen Len: 19.9921

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Bleu	Gen Len
0.661	1.0	16665	0.6744	56.0521	34.1329	47.1473	47.8238	12.7027	19.9921

Framework versions

Transformers 4.26.1
Pytorch 2.1.0+cu118
Datasets 2.10.1
Tokenizers 0.13.3

Library: transformers
Type: bart
License: apache-2.0
Created: Nov 6, 2023
Updated: Nov 6, 2023