You can deploy this model and start earning money today!

MatFil99/
bert-nlp-project-ft-google-ds-news

Name: bert-nlp-project-ft-google-ds-news
Availability: InStock

generated_from_trainer

apache-2.0

autotrain_compatible

endpoints_compatible

Views

No views yet

bert-nlp-project-ft-google-ds-news

This model is a fine-tuned version of jestemleon/bert-nlp-project-google on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4440
Accuracy: 0.8938
F1: 0.8717

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.3989	0.37	120	0.3025	0.875	0.8444
0.3088	0.75	240	0.3063	0.8812	0.8577
0.2669	1.12	360	0.3307	0.9	0.8801
0.2058	1.5	480	0.3502	0.9	0.8769
0.1626	1.87	600	0.3725	0.8953	0.8719
0.1526	2.24	720	0.3813	0.8969	0.875
0.0992	2.62	840	0.4399	0.8953	0.8738
0.101	2.99	960	0.4440	0.8938	0.8717

Framework versions

Transformers 4.25.1
Pytorch 1.13.0+cu116
Datasets 2.8.0
Tokenizers 0.13.2

MatFil99/bert-nlp-project-ft-google-ds-news

bert-nlp-project-ft-google-ds-news

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MatFil99/
bert-nlp-project-ft-google-ds-news