nlp-vietnamese

52100176-NguyenTrongDat/nlp-vietnamese

nlp-vietnamese is a machine learning model from 52100176-NguyenTrongDat. 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.

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

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At a glance

Library: transformers
Model type: mbart
Access: Public
Created: May 16, 2024
Updated: May 17, 2024
SHA: 2602ba4f

Base models

vinai/bartpho-syllable

Model card

From the Hugging Face model README

nlp-vietnamese

This model is a fine-tuned version of vinai/bartpho-syllable on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0590
Sacrebleu: 21.1408

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: 12
eval_batch_size: 12
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 48
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Sacrebleu
No log	1.0	166	0.2705	11.9103
No log	2.0	332	0.0998	18.3922
No log	3.0	498	0.0668	20.3883
No log	4.0	664	0.0611	20.8298
No log	5.0	830	0.0590	21.1408

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: mbart
Created: May 16, 2024
Updated: May 17, 2024