readme: ---
  license: mit
  tags:
  - generated_from_keras_callback
  model-index:
  - name: jonaskoenig/topic_classification_02
    results: []
  ---
  
  <!-- This model card has been generated automatically according to the information Keras had access to. You should
  probably proofread and complete it, then remove this comment. -->
  
  # jonaskoenig/topic_classification_02
  
  This model is a fine-tuned version of [microsoft/xtremedistil-l6-h256-uncased](https://huggingface.co/microsoft/xtremedistil-l6-h256-uncased) on an unknown dataset.
  It achieves the following results on the evaluation set:
  - Train Loss: 0.0189
  - Train Binary Crossentropy: 0.3299
  - Epoch: 5
  
  ## 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:
  - optimizer: {'name': 'Adam', 'learning_rate': 3e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  - training_precision: float32
  
  ### Training results
  
  | Train Loss | Train Binary Crossentropy | Epoch |
  |:----------:|:-------------------------:|:-----:|
  | 0.0250     | 0.4229                    | 0     |
  | 0.0214     | 0.3684                    | 1     |
  | 0.0204     | 0.3530                    | 2     |
  | 0.0198     | 0.3433                    | 3     |
  | 0.0193     | 0.3359                    | 4     |
  | 0.0189     | 0.3299                    | 5     |
  
  
  ### Framework versions
  
  - Transformers 4.20.1
  - TensorFlow 2.9.1
  - Datasets 2.3.2
  - Tokenizers 0.12.1
  