roberta-stunting-berita-sentiment – AI Model by hiseulgi | AlphaNeural AI

You can deploy this model and start earning money today!

hiseulgi/
roberta-stunting-berita-sentiment

like

0

text-classification

generated_from_trainer

hiseulgi/roberta-stunting-medsos-sentiment

autotrain_compatible

endpoints_compatible

Views

No views yet

roberta-stunting-berita-sentiment

This model is a fine-tuned version of hiseulgi/roberta-stunting-medsos-sentiment on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7021
Accuracy: 0.9170
Precision: 0.8623
Recall: 0.8413
F1: 0.8512

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	Accuracy	Precision	Recall	F1
0.5044	1.0	751	0.5006	0.8884	0.8004	0.8120	0.8026
0.1345	2.0	1502	0.6838	0.8927	0.8000	0.8394	0.8144
0.0715	3.0	2253	0.6432	0.8999	0.8060	0.8456	0.8230
0.0108	4.0	3004	0.7195	0.9084	0.8324	0.8426	0.8374
0.0041	5.0	3755	0.7021	0.9170	0.8623	0.8413	0.8512

Framework versions

Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1