fia24/annotator_banel

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annotator_banel

This model is a fine-tuned version of csebuetnlp/banglat5 on an unknown dataset. It achieves the following results on the evaluation set:

• —eval_loss: 0.2899
• —eval_Val Accuracy: 0.9025
• —evalgenlen: 2.277
• —eval_runtime: 24.4481
• —evalsamplesper_second: 91.418
• —evalstepsper_second: 2.863
• —epoch: 18.0
• —step: 1008

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: 0.0005
• —trainbatchsize: 360
• —evalbatchsize: 32
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 50

Framework versions

• —Transformers 4.35.0
• —Pytorch 1.13.1+cu117
• —Datasets 2.14.6
• —Tokenizers 0.14.1