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bullying-classifier-model – AI Model by Maaz66 | AlphaNeural AI

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Maaz66/
bullying-classifier-model

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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bullying-classifier-model

This model is a fine-tuned version of martin-ha/toxic-comment-model on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 3.4428
Accuracy: 0.5232
F1: 0.4763
Precision: 0.6445
Recall: 0.5232

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
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 25

Training results

Framework versions

Transformers 4.16.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1