Lifehouse/distilbert-sql-timeout-classifier-2024022823

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distilbert-sql-timeout-classifier-2024022823

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

• —Loss: 0.6255
• —Accuracy: 0.8432

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: 32
• —evalbatchsize: 32
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3

Training results

Framework versions

• —Transformers 4.38.1
• —Pytorch 2.2.1+cu121
• —Datasets 2.17.1
• —Tokenizers 0.15.2