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deberta-v3-base-finetuned-fever – AI Model by learn3r | AlphaNeural AI
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learn3r
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deberta-v3-base-finetuned-fever
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transformers
pytorch
tensorboard
safetensors
deberta-v2
text-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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deberta-v3-base-finetuned-fever
This model is a fine-tuned version of
microsoft/deberta-v3-base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.4079
Accuracy: 0.933
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: 8
eval_batch_size: 8
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
Accuracy
0.15
1.0
5000
0.3810
0.922
0.1081
2.0
10000
0.3625
0.93
0.0529
3.0
15000
0.4607
0.9225
0.0503
4.0
20000
0.4079
0.933
0.0291
5.0
25000
0.5082
0.931
Framework versions
Transformers 4.29.2
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3
