readme: ---
  license: apache-2.0
  tags:
  - generated_from_trainer
  - stereotype
  - gender
  - gender_bias
  widget:
  - text: "Cauterize is not just for fans of the guitarist or his other projects, but those that love music that is both aggressive and infectious and gave the album 4 out of 5 stars ."
  metrics:
  - accuracy
  model-index:
  - name: distilRoberta-stereotype
    results:
    - task:
        name: Text Classification
        type: text-classification
      metrics:
      - name: Accuracy
        type: accuracy
        value: 0.989151002901476
  ---
  
  <!-- 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. -->
  
  # distilRoberta-stereotype
  
  This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on an unknown dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.0651
  - Accuracy: 0.9892
  
  ## 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: 2e-05
  - train_batch_size: 16
  - eval_batch_size: 16
  - seed: 42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  - lr_scheduler_type: linear
  - num_epochs: 5
  
  ### Training results
  
  | Training Loss | Epoch | Step  | Validation Loss | Accuracy |
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
  | 0.0783        | 1.0   | 5615  | 0.0703          | 0.9847   |
  | 0.0468        | 2.0   | 11230 | 0.0573          | 0.9863   |
  | 0.0316        | 3.0   | 16845 | 0.0580          | 0.9882   |
  | 0.0172        | 4.0   | 22460 | 0.0591          | 0.9885   |
  | 0.0098        | 5.0   | 28075 | 0.0651          | 0.9892   |
  
  
  ### Framework versions
  
  - Transformers 4.10.2
  - Pytorch 1.9.0+cu102
  - Datasets 1.11.0
  - Tokenizers 0.10.3
  
  
  Created by: [Narrativa](https://www.narrativa.com/)
  
  About Narrativa: Natural Language Generation (NLG) | Gabriele, our machine learning-based platform, builds and deploys natural language solutions. #NLG #AI