bartpho-word-base-ed-with-tpl-ed-tpl-v3 – AI Model by cuongpp | AlphaNeural AI

You can deploy this model and start earning money today!

cuongpp/
bartpho-word-base-ed-with-tpl-ed-tpl-v3

like

0

text2text-generation

generated_from_trainer

vinai/bartpho-word-base

endpoints_compatible

Views

No views yet

bartpho-word-base-ed-with-tpl-ed-tpl-v3

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

Loss: 0.0267
F1 Micro: 0.8050
Recall Micro: 0.8024
Precision Micro: 0.8075

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
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	F1 Micro	Recall Micro	Precision Micro
No log	0.9987	393	0.0270	0.7861	0.7727	0.8000
0.0654	2.0	787	0.0262	0.7755	0.7798	0.7713
0.0247	2.9987	1180	0.0246	0.7892	0.7816	0.7969
0.0197	4.0	1574	0.0233	0.8078	0.7949	0.8210
0.0197	4.9987	1967	0.0235	0.8064	0.8018	0.8110
0.016	6.0	2361	0.0262	0.8027	0.7951	0.8104
0.0123	6.9987	2754	0.0261	0.8080	0.8067	0.8093
0.0102	7.9898	3144	0.0267	0.8050	0.8024	0.8075

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1