jaycentg/orm-xlm-asym-lr-3e-5

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orm-xlm-asym-lr-3e-5

This model is a fine-tuned version of FacebookAI/xlm-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 0.0959
• —F1-micro: 0.4689
• —F1-macro: 0.3084

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: 3e-05
• —trainbatchsize: 16
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 68
• —num_epochs: 4

Training results

Framework versions

• —Transformers 4.48.1
• —Pytorch 2.4.1+cu121
• —Datasets 3.2.0
• —Tokenizers 0.21.0