vit5-vietnamese-summarization-base – AI Model by AnTechAI | AlphaNeural AI

You can deploy this model and start earning money today!

AnTechAI/
vit5-vietnamese-summarization-base

like

0

text2text-generation

generated_from_trainer

VietAI/vit5-base

text-generation-inference

endpoints_compatible

Views

No views yet

vit5-vietnamese-summarization-base

This model is a fine-tuned version of VietAI/vit5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7415
Rouge1: 0.7545
Rouge2: 0.4629
Rougel: 0.4807
Rougelsum: 0.4809

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: 3e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
0.8025	1.0	675	0.8079	0.7224	0.4145	0.445	0.445
0.7254	2.0	1350	0.7613	0.7466	0.4464	0.4696	0.4697
0.6798	3.0	2025	0.7451	0.7527	0.4583	0.4788	0.479
0.6402	4.0	2700	0.7415	0.7545	0.4629	0.4807	0.4809

Framework versions

Transformers 4.57.1
Pytorch 2.6.0+cu124
Datasets 4.4.1
Tokenizers 0.22.1