readme: ---
  license: mit
  tags:
  - generated_from_trainer
  metrics:
  - rouge
  model-index:
  - name: bart-cnn-pubmed-arxiv-pubmed-v3-e100
    results: []
  ---
  
  <!-- 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. -->
  
  # bart-cnn-pubmed-arxiv-pubmed-v3-e100
  
  This model is a fine-tuned version of [theojolliffe/bart-cnn-pubmed-arxiv-pubmed](https://huggingface.co/theojolliffe/bart-cnn-pubmed-arxiv-pubmed) on an unknown dataset.
  It achieves the following results on the evaluation set:
  - Loss: 1.1806
  - Rouge1: 59.4159
  - Rouge2: 48.867
  - Rougel: 51.9013
  - Rougelsum: 58.3382
  - Gen Len: 142.0
  
  ## 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: 1
  - eval_batch_size: 1
  - seed: 42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  - lr_scheduler_type: linear
  - num_epochs: 100
  - mixed_precision_training: Native AMP
  
  ### Training results
  
  | Training Loss | Epoch | Step  | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len  |
  |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:--------:|
  | 1.2541        | 1.0   | 795   | 0.9350          | 52.5594 | 32.6314 | 35.2302 | 50.1767   | 142.0    |
  | 0.7018        | 2.0   | 1590  | 0.8022          | 53.4804 | 35.4649 | 37.1673 | 51.2428   | 142.0    |
  | 0.5266        | 3.0   | 2385  | 0.7752          | 52.9462 | 34.3697 | 36.611  | 50.6922   | 142.0    |
  | 0.3475        | 4.0   | 3180  | 0.7771          | 53.4605 | 35.4738 | 38.5714 | 51.3798   | 142.0    |
  | 0.2691        | 5.0   | 3975  | 0.7424          | 54.1132 | 35.7289 | 39.2653 | 51.6822   | 141.4259 |
  | 0.182         | 6.0   | 4770  | 0.8037          | 53.7969 | 35.7324 | 38.4764 | 51.4929   | 141.7778 |
  | 0.1446        | 7.0   | 5565  | 0.7686          | 55.0274 | 38.7813 | 42.6251 | 52.9847   | 142.0    |
  | 0.1191        | 8.0   | 6360  | 0.7807          | 55.4651 | 38.6537 | 41.2746 | 53.578    | 141.8704 |
  | 0.0976        | 9.0   | 7155  | 0.8045          | 55.2843 | 40.2358 | 42.8464 | 54.0957   | 142.0    |
  | 0.0882        | 10.0  | 7950  | 0.8533          | 56.8288 | 41.6714 | 44.3961 | 54.9406   | 142.0    |
  | 0.0721        | 11.0  | 8745  | 0.8962          | 55.3187 | 40.1599 | 43.2103 | 54.1964   | 142.0    |
  | 0.0597        | 12.0  | 9540  | 0.8653          | 55.5706 | 40.2321 | 44.0075 | 53.9883   | 142.0    |
  | 0.054         | 13.0  | 10335 | 0.8566          | 55.6622 | 40.0252 | 42.6907 | 54.0548   | 142.0    |
  | 0.0476        | 14.0  | 11130 | 0.8900          | 57.5046 | 43.6309 | 46.449  | 55.9909   | 142.0    |
  | 0.0432        | 15.0  | 11925 | 0.9149          | 55.604  | 39.9591 | 43.1729 | 54.3703   | 142.0    |
  | 0.0403        | 16.0  | 12720 | 0.9258          | 55.1275 | 39.6566 | 42.3852 | 53.7656   | 142.0    |
  | 0.0351        | 17.0  | 13515 | 0.9184          | 58.2352 | 44.6109 | 47.3863 | 56.9529   | 142.0    |
  | 0.032         | 18.0  | 14310 | 0.9275          | 55.9687 | 41.2482 | 44.0076 | 54.0707   | 142.0    |
  | 0.0313        | 19.0  | 15105 | 0.9635          | 56.3574 | 41.2113 | 44.8358 | 54.6279   | 142.0    |
  | 0.0258        | 20.0  | 15900 | 0.9478          | 57.8445 | 44.297  | 46.8836 | 56.2003   | 142.0    |
  | 0.0277        | 21.0  | 16695 | 0.9363          | 58.4823 | 46.0943 | 48.7817 | 57.5883   | 141.6667 |
  | 0.0219        | 22.0  | 17490 | 0.9705          | 57.6022 | 43.9147 | 47.3054 | 56.3866   | 142.0    |
  | 0.0231        | 23.0  | 18285 | 0.9857          | 56.5809 | 42.9124 | 46.789  | 55.3897   | 142.0    |
  | 0.021         | 24.0  | 19080 | 1.0155          | 56.9745 | 43.8859 | 46.6109 | 55.708    | 142.0    |
  | 0.02          | 25.0  | 19875 | 1.0095          | 57.9702 | 45.1809 | 48.2856 | 56.6941   | 142.0    |
  | 0.0175        | 26.0  | 20670 | 0.9634          | 57.7023 | 45.1577 | 48.2398 | 56.5282   | 142.0    |
  | 0.0161        | 27.0  | 21465 | 1.0197          | 58.739  | 46.3307 | 49.2328 | 57.5778   | 142.0    |
  | 0.0186        | 28.0  | 22260 | 0.9790          | 56.1661 | 42.9731 | 45.8654 | 54.4365   | 142.0    |
  | 0.0145        | 29.0  | 23055 | 0.9883          | 55.8554 | 41.7405 | 45.177  | 54.478    | 142.0    |
  | 0.013         | 30.0  | 23850 | 0.9977          | 55.5831 | 41.2429 | 44.8063 | 53.886    | 142.0    |
  | 0.0131        | 31.0  | 24645 | 0.9765          | 57.4478 | 44.8905 | 48.1376 | 56.102    | 141.463  |
  | 0.0118        | 32.0  | 25440 | 1.0000          | 58.4282 | 46.6557 | 49.4122 | 57.1979   | 142.0    |
  | 0.0117        | 33.0  | 26235 | 0.9924          | 57.1995 | 44.4177 | 47.6248 | 56.0251   | 141.2407 |
  | 0.011         | 34.0  | 27030 | 1.0698          | 57.8918 | 45.925  | 49.0505 | 56.9352   | 142.0    |