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toxicity-classification-multi-class
Alnusjaponica/toxicity-classification-multi-class
toxicity-classification-multi-class is a machine learning model from Alnusjaponica. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Oct 10, 2023
- Updated
- Oct 10, 2023
- SHA
- 9bb6a4a2
Base models
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. -->
toxicity-classification-multi-class
This model is a fine-tuned version of line-corporation/line-distilbert-base-japanese on the Japanese toxicity dataset. It achieves the following results on the evaluation set:
- Loss: 0.2642
- Roc Auc: 0.8447
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: 8.133692392125703e-06
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1
- Datasets 2.14.5
- Tokenizers 0.14.0
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Oct 10, 2023
- Updated
- Oct 10, 2023