mBART_translator_kobart

eunyounglee/mBART_translator_kobart

mBART_translator_kobart is a machine learning model from eunyounglee. 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 mit.

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

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At a glance

Library: transformers
License: mit
Model type: bart
Access: Public
Created: Oct 11, 2022
Updated: Oct 12, 2022
SHA: 818f2c1f

Model card

From the Hugging Face model README

mBART_translator_kobart

This model is a fine-tuned version of hyunwoongko/kobart on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7003
Bleu: 45.4811
Gen Len: 19.9289

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: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.9126	1.0	1912	1.3966	36.2687	19.9289
1.6918	2.0	3824	0.8254	43.7633	19.9289
1.3387	3.0	5736	0.7003	45.4811	19.9289

Framework versions

Transformers 4.23.0
Pytorch 1.12.1+cu113
Datasets 2.5.2
Tokenizers 0.13.1

Library: transformers
Type: bart
License: mit
Created: Oct 11, 2022
Updated: Oct 12, 2022