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deberta-v3-small-fever – AI Model by pepa | AlphaNeural AI

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pepa/
deberta-v3-small-fever

like

0

text-classification

generated_from_trainer

copenlu/fever_gold_evidence

autotrain_compatible

endpoints_compatible

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deberta-v3-small-fever

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 0.4816
eval_p: 0.8811
eval_r: 0.8783
eval_f1: 0.8780
eval_runtime: 28.4486
eval_samples_per_second: 661.017
eval_steps_per_second: 82.64
step: 0

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: cosine
num_epochs: 4

Framework versions

Transformers 4.21.1
Pytorch 1.12.1
Datasets 2.6.1
Tokenizers 0.12.1