roofdancer's picture
End of training
0b08d69 verified
metadata
license: apache-2.0
base_model: sshleifer/distilbart-cnn-6-6
tags:
  - generated_from_trainer
metrics:
  - rouge
model-index:
  - name: thesis-bart-finetuned-on-transformed-to-story
    results: []

thesis-bart-finetuned-on-transformed-to-story

This model is a fine-tuned version of sshleifer/distilbart-cnn-6-6 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.9209
  • Rouge1: 38.2494
  • Rouge2: 12.1445
  • Rougel: 20.0146
  • Rougelsum: 34.2218
  • Gen Len: 140.3552

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: 1
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
3.0361 1.0 2811 2.9209 38.2494 12.1445 20.0146 34.2218 140.3552

Framework versions

  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2