---
license: apache-2.0
tags:
- 
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: 0.80
---

# twitter_sexismo-finetuned-exist2021

This model is a fine-tuned version of [pysentimiento/robertuito-hate-speech](https://huggingface.co/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