summarizer / README.md
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metadata
license: apache-2.0
base_model: google/bigbird-pegasus-large-arxiv
tags:
  - generated_from_trainer
datasets:
  - scientific_papers
model-index:
  - name: summarizer
    results: []

summarizer

This model is a fine-tuned version of google/bigbird-pegasus-large-arxiv on the scientific_papers dataset.

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: 4
  • eval_batch_size: 4
  • 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
No log 1.0 51 1.7488

Framework versions

  • Transformers 4.38.1
  • Pytorch 2.1.0+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2