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chilean-spanish-hate-speech
jorgeortizfuentes/chilean-spanish-hate-speech
chilean-spanish-hate-speech is a text classification model from jorgeortizfuentes. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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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. -->
hate_speech-dv2-patana-chilean-spanish-bert-8k0iqdv2
This model is a fine-tuned version of dccuchile/patana-chilean-spanish-bert on the jorgeortizfuentes/toxicity_spanish_hate_speech_v2 dataset. It achieves the following results on the evaluation set:
- Loss: 0.1628
- F1: 0.8161
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: 4e-05
- train_batch_size: 128
- eval_batch_size: 128
- seed: 13
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.0528 | 5.0 | 430 | 0.1698 | 0.7376 |
| 0.003 | 10.0 | 860 | 0.1628 | 0.8161 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Languages
- es
- Created
- Sep 4, 2023
- Updated
- Sep 4, 2023