my_SA_distilbert_model – AI Model by jojo0616 | AlphaNeural AI

You can deploy this model and start earning money today!

jojo0616/
my_SA_distilbert_model

like

0

text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

my_SA_distilbert_model

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4408
Accuracy: 0.9166

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.4079	1.0	1124	0.3399	0.8832
0.2688	2.0	2248	0.3037	0.9037
0.1868	3.0	3372	0.2777	0.9135
0.1476	4.0	4496	0.2797	0.9186
0.1188	5.0	5620	0.3400	0.9157
0.0934	6.0	6744	0.3471	0.9148
0.0779	7.0	7868	0.3694	0.9201
0.0584	8.0	8992	0.4350	0.9081
0.0499	9.0	10116	0.4336	0.9146
0.0405	10.0	11240	0.4408	0.9166

Framework versions

Transformers 4.28.0
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3