AliAfkhamii/hf_emotion_detector_text_classifier-distilbert-base-uncased

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hfemotiondetectortextclassifier-distilbert-base-uncased

This model was trained from scratch on [this]: (https://huggingface.co/datasets/AliAfkhamii/hfemotiongeneration_texts/) dataset. It achieves the following results on the evaluation set:

• —Loss: 0.3180
• —Accuracy: 0.9381

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: 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
• —num_epochs: 6

Training results

Framework versions

• —Transformers 4.51.3
• —Pytorch 2.6.0+cu124
• —Datasets 3.5.1
• —Tokenizers 0.21.1