pepa/deberta-v3-small-fever

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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
• —evalsamplesper_second: 661.017
• —evalstepsper_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
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —num_epochs: 4

Framework versions

• —Transformers 4.21.1
• —Pytorch 1.12.1
• —Datasets 2.6.1
• —Tokenizers 0.12.1