deberta-v3-large_test – AI Model by edwardyeung04 | AlphaNeural AI

You can deploy this model and start earning money today!

edwardyeung04/
deberta-v3-large_test

like

0

multiple-choice

generated_from_trainer

microsoft/deberta-v3-large

endpoints_compatible

Views

No views yet

deberta-v3-large_test

This model is a fine-tuned version of microsoft/deberta-v3-large on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6938
Accuracy: 0.788

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: 3e-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: 7

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	310	0.6067	0.784
0.5494	2.0	620	0.8963	0.786
0.5494	3.0	930	1.4195	0.814
0.1122	4.0	1240	1.5111	0.778
0.0298	5.0	1550	1.6544	0.77
0.0298	6.0	1860	1.6181	0.792
0.0086	7.0	2170	1.6938	0.788

Framework versions

Transformers 4.38.1
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2