metadata

tags:
  - summarization
  - text-generation
pipeline_tag: summarization
model-index:
  - name: Bartpho_spelling_correction
    results: []
license: apache-2.0
language:
  - vi
library_name: transformers
metrics:
  - accuracy

Bartpho_spelling_correction

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

eval_loss: 0.0098
eval_runtime: 743.5931
eval_samples_per_second: 19.365
eval_steps_per_second: 4.841
epoch: 0.0278
step: 500

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1