JakeClark/longformer-base-4096-finetuned-smartcontract

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longformer-base-4096-finetuned-smartcontract

This model is a fine-tuned version of allenai/longformer-base-4096 on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 0.1021
• —F1: 0.9526
• —Roc Auc: 0.9662
• —Accuracy: 0.7676

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: 1
• —evalbatchsize: 1
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 5

Training results

Framework versions

• —Transformers 4.44.0
• —Pytorch 2.4.0
• —Datasets 2.21.0
• —Tokenizers 0.19.1