vietnamese_feedback_model_1_1.0 – AI Model by P829692 | AlphaNeural AI

You can deploy this model and start earning money today!

P829692/
vietnamese_feedback_model_1_1.0

like

0

token-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

vietnamese_feedback_model_1_1.0

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

Loss: 0.7416
Precision: 0.8254
Recall: 0.8606
F1: 0.8426
Accuracy: 0.8578

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: 5e-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
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.523	1.0	1000	0.5322	0.7770	0.8375	0.8061	0.8345
0.4108	2.0	2000	0.5659	0.7924	0.8527	0.8214	0.8568
0.332	3.0	3000	0.5533	0.8234	0.8594	0.8410	0.8528
0.2447	4.0	4000	0.6742	0.8132	0.8585	0.8352	0.8550
0.1849	5.0	5000	0.7416	0.8254	0.8606	0.8426	0.8578

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2