README.md

metadata

language:
  - es
license: cc-by-4.0
tags:
  - generated_from_trainer
datasets:
  - jorgeortizfuentes/toxicity_spanish_incivility_v3
metrics:
  - f1
model-index:
  - name: incivility-dv3-patana-chilean-spanish-bert-j63zilm4
    results:
      - task:
          name: Text Classification
          type: text-classification
        dataset:
          name: jorgeortizfuentes/toxicity_spanish_incivility_v3
          type: jorgeortizfuentes/toxicity_spanish_incivility_v3
          config: null
          split: validation
        metrics:
          - name: F1
            type: f1
            value: 0.9135014363230132

incivility-dv3-patana-chilean-spanish-bert-j63zilm4

This model is a fine-tuned version of dccuchile/patana-chilean-spanish-bert on the jorgeortizfuentes/toxicity_spanish_incivility_v3 dataset. It achieves the following results on the evaluation set:

• Loss: 0.5672
• F1: 0.9135

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: 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
0.1351	5.0	455	0.4608	0.9119
0.0114	10.0	910	0.5672	0.9135

Framework versions

• Transformers 4.30.2
• Pytorch 2.0.1+cu117
• Datasets 2.13.1
• Tokenizers 0.13.3