ArafatBHossain/distiled_flip_model_emotion_alpha_0.8_epoch7_v1

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distiledflipmodelemotionalpha0.8epoch7_v1

This model is a fine-tuned version of ArafatBHossain/distill_bert_fine_tuned_emotion_dataset on the emotion dataset. It achieves the following results on the evaluation set:

• —Loss: 0.1583
• —Accuracy: 0.9435

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: 5e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 7
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.23.1
• —Pytorch 1.11.0
• —Datasets 2.6.1
• —Tokenizers 0.12.1