You can deploy this model and start earning money today!

badokorach/
mobilebert-uncased-squad-v2-30-10-2

Name: mobilebert-uncased-squad-v2-30-10-2
Availability: InStock

generated_from_trainer

csarron/mobilebert-uncased-squad-v2

finetune

mit

endpoints_compatible

Views

No views yet

mobilebert-uncased-squad-v2-30-10-2

This model is a fine-tuned version of csarron/mobilebert-uncased-squad-v2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 5.3852

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: 4
eval_batch_size: 4
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
No log	1.0	261	2.5342
1.1477	2.0	522	3.0589
1.1477	3.0	783	3.3153
0.8069	4.0	1044	3.6017
0.8069	5.0	1305	3.9008
0.5801	6.0	1566	4.2309
0.5801	7.0	1827	4.7884
0.425	8.0	2088	5.3603
0.425	9.0	2349	5.3233
0.3237	10.0	2610	5.3852

Framework versions

Transformers 4.34.1
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

badokorach/mobilebert-uncased-squad-v2-30-10-2

mobilebert-uncased-squad-v2-30-10-2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

badokorach/
mobilebert-uncased-squad-v2-30-10-2