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clasificador-hate_speech_offensive-BERTweet
igmarco/clasificador-hate_speech_offensive-BERTweet
clasificador-hate_speech_offensive-BERTweet is a text classification model from igmarco. 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
- roberta
- Access
- Public
- Created
- Mar 23, 2023
- Updated
- Mar 23, 2023
- SHA
- 6ac088f7
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Datasets
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. -->
clasificador-hate_speech_offensive-BERTweet
This model is a fine-tuned version of vinai/bertweet-base on the hate_speech_offensive dataset. It achieves the following results on the evaluation set:
- Loss: 0.2951
- Accuracy: 0.9195
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
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.3129 | 1.0 | 2479 | 0.3258 | 0.9112 |
| 0.2877 | 2.0 | 4958 | 0.2844 | 0.9124 |
| 0.235 | 3.0 | 7437 | 0.2951 | 0.9195 |
Framework versions
- Transformers 4.27.2
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Mar 23, 2023
- Updated
- Mar 23, 2023