metadata

base_model: vinai/bartpho-syllable
tags:
  - text2text-generation
  - generated_from_trainer
model-index:
  - name: vietnamese-correction-nlp
    results: []

vietnamese-correction-nlp

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

eval_loss: 0.2181
eval_sacrebleu: 26.2371
eval_runtime: 781.5801
eval_samples_per_second: 8.956
eval_steps_per_second: 2.239
epoch: 1.3333
step: 5000

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: 1e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1