metadata

license: apache-2.0
base_model: Falconsai/text_summarization
tags:
  - generated_from_trainer
model-index:
  - name: vietnamese_t5_summary_model_falcon
    results: []

vietnamese_t5_summary_model_falcon

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

eval_loss: 1.2138
eval_rouge1: 16.5727
eval_rouge2: 6.4685
eval_rougeL: 14.3558
eval_rougeLsum: 14.4703
eval_runtime: 168.1885
eval_samples_per_second: 29.729
eval_steps_per_second: 3.716
epoch: 7.0
step: 92246

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
lr_scheduler_warmup_steps: 3000
num_epochs: 10

Framework versions

Transformers 4.41.2
Pytorch 2.3.1+cu121
Datasets 2.19.2
Tokenizers 0.19.1