sytnaxerror/robbert-L-dbrd-imdb-insurance

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robbert-L-dbrd-imdb-insurance

This model is a fine-tuned version of sytnaxerror/robbert-large-with-dbrd-plus-imdb-mac on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 0.9573
• —Accuracy: 0.7838
• —F1: 0.7785

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: 128
• —evalbatchsize: 256
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 512
• —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• —lrschedulertype: cosine
• —lrschedulerwarmup_steps: 0.06
• —num_epochs: 3

Training results

Framework versions

• —Transformers 5.5.4
• —Pytorch 2.11.0+cu130
• —Datasets 4.8.4
• —Tokenizers 0.22.2