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metadata
license: apache-2.0
base_model: facebook/bart-base
tags:
  - generated_from_trainer
metrics:
  - rouge
model-index:
  - name: wiki_asp-animal_7340_bart-base
    results: []

wiki_asp-animal_7340_bart-base

This model is a fine-tuned version of facebook/bart-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.5325
  • Rouge1: 0.1399
  • Rouge2: 0.0606
  • Rougel: 0.1236
  • Rougelsum: 0.1238
  • Gen Len: 15.5516

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: 5e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 10

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
No log 1.93 500 2.7950 0.1206 0.0456 0.1042 0.1044 15.4938
No log 3.87 1000 2.6359 0.1188 0.0475 0.1037 0.104 14.4579
No log 5.8 1500 2.5695 0.137 0.0571 0.1205 0.1207 15.7157
2.9693 7.74 2000 2.5406 0.1433 0.0611 0.1263 0.1268 15.7796
2.9693 9.67 2500 2.5325 0.1399 0.0606 0.1236 0.1238 15.5516

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.0.0+cu117
  • Datasets 2.18.0
  • Tokenizers 0.15.2