lazymonster/15k-combined-diacritized-scratch

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15k-combined-diacritized-scratch

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

• —Loss: 1.1223
• —Accuracy: 0.6494
• —F1 Macro: 0.6483
• —Composite Score: 0.6483

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: 32
• —evalbatchsize: 32
• —seed: 42
• —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
• —lrschedulertype: linear
• —lrschedulerwarmup_ratio: 0.1
• —num_epochs: 20
• —mixedprecisiontraining: Native AMP
• —labelsmoothingfactor: 0.2

Training results

Framework versions

• —Transformers 4.53.3
• —Pytorch 2.6.0+cu124
• —Datasets 4.4.1
• —Tokenizers 0.21.2