bert-large-uncased-finetuned-stsb – AI Model by SarielSinLuo | AlphaNeural AI | AlphaNeural AI

You can deploy this model and start earning money today!

SarielSinLuo/
bert-large-uncased-finetuned-stsb

like

0

text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

bert-large-uncased-finetuned-stsb

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

Loss: 0.4441
Pearson: 0.8992
Spearmanr: 0.8959

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Pearson	Spearmanr
No log	1.0	360	0.5527	0.8929	0.8932
0.7164	2.0	720	0.4669	0.8965	0.8952
0.2827	3.0	1080	0.4438	0.8964	0.8938
0.2827	4.0	1440	0.4648	0.8978	0.8956
0.1529	5.0	1800	0.4441	0.8992	0.8959

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3