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bullying-classifier-model
Maaz66/bullying-classifier-model
bullying-classifier-model is a text classification model from Maaz66. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Oct 10, 2023
- Updated
- Oct 10, 2023
- SHA
- 5af490e0
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
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
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Oct 10, 2023
- Updated
- Oct 10, 2023