Iftesha/miniLm-tuned-emotion

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miniLm-tuned-emotion

This model is a fine-tuned version of microsoft/MiniLm-L12-H384-uncased on the emotion dataset. It achieves the following results on the evaluation set:

• —Loss: 0.1777
• —F1: 0.9384

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: 64
• —evalbatchsize: 64
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 5

Training results

Framework versions

• —Transformers 4.33.2
• —Pytorch 2.0.1+cu118
• —Datasets 2.14.5
• —Tokenizers 0.13.3