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hate_v2_final-tulio-chilean-spanish-bert
jorgeortizfuentes/hate_v2_final-tulio-chilean-spanish-bert
hate_v2_final-tulio-chilean-spanish-bert 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_v2_final-tulio-chilean-spanish-bert
This model is a fine-tuned version of dccuchile/tulio-chilean-spanish-bert on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2809
- F1: 0.7827
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: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 13
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: polynomial
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.3435 | 1.0 | 773 | 0.2687 | 0.7640 |
| 0.1946 | 2.0 | 1546 | 0.2809 | 0.7827 |
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
- Created
- Aug 1, 2023
- Updated
- Aug 1, 2023