deberta-v3-base-1107 – AI Model by xoyeop | AlphaNeural AI

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xoyeop/
deberta-v3-base-1107

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text-classification

generated_from_trainer

microsoft/deberta-v3-base

autotrain_compatible

endpoints_compatible

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deberta-v3-base-1107

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

Loss: 0.9863

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: 5e-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
0.7812	1.0	1828	0.9348
0.4504	2.0	3656	0.7760
0.331	3.0	5484	0.6675
0.2598	4.0	7312	0.6908
0.1981	5.0	9140	0.6874
0.1503	6.0	10968	0.7792
0.1196	7.0	12796	0.8088
0.093	8.0	14624	0.8430
0.0709	9.0	16452	0.9185
0.0554	10.0	18280	0.9863

Framework versions

Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1