readme: ---
  license: other
  tags:
  - generated_from_trainer
  model-index:
  - name: finetuned-distilbert-adult-content-detection
    results: []
  ---
  
  ### finetuned-distilbert-news-article-catgorization
  
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the adult_content dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.0065
  - F1_score(weighted): 0.90
  ### Model description
   More information needed
  ### Intended uses & limitations
  More information needed
  ### Training and evaluation data
  The model was trained on some subset of the adult_content dataset and it was validated on the remaining subset of the data
  ### Training procedure
  More information needed
  ### Training hyperparameters
  The following hyperparameters were used during training:
  - learning_rate: 5e-5
  - train_batch_size: 5
  - eval_batch_size: 5
  - seed: 17
  - optimizer: AdamW(lr=1e-5 and epsilon=1e-08)
  - lr_scheduler_type: linear
  - lr_scheduler_warmup_steps: 0
  - num_epochs: 2
  ### Training results
  | Training Loss | Epoch |  Validation Loss | f1 score   |
  |:-------------:|:-----:|:---------------: |:------:|
  | 0.1414        | 1.0   | 0.4585           | 0.9058 |
  | 0.1410        | 2.0   | 0.4584           | 0.9058 |
  