README.md

metadata

license: apache-2.0
tags:
  - null
datasets:
  - EXIST Dataset
  - MeTwo Machismo and Sexism Twitter Identification dataset
metrics:
  - accuracy
model-index:
  - name: twitter_sexismo-finetuned-exist2021
    results:
      - task:
          name: Text Classification
          type: text-classification
        dataset:
          name: EXIST Dataset
          type: EXIST Dataset
          args: es
        metrics:
          - name: Accuracy
            type: accuracy
            value: 0.8

twitter_sexismo-finetuned-exist2021

This model is a fine-tuned version of pysentimiento/robertuito-hate-speech on the EXIST dataset and + MeTwo: Machismo and Sexism Twitter Identification dataset https://github.com/franciscorodriguez92/MeTwo. It achieves the following results on the evaluation set:

• Loss: 0.4
• Accuracy: 0.80

Model description

Modelo para el Hackaton de Somos NLP para detección de sexismo en twitts en español

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• my_learning_rate = 5E-5
• my_adam_epsilon = 1E-8
• my_number_of_epochs = 8
• my_warmup = 3
• my_mini_batch_size = 32
• optimizer: AdamW with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 8

Training results

Framework versions

• Transformers 4.17.0
• Pytorch 1.10.0+cu111
• Tokenizers 0.11.6