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distilbart-cnn-12-6-amazonreviews
sumedh/distilbart-cnn-12-6-amazonreviews
distilbart-cnn-12-6-amazonreviews is a summarization model from sumedh. Use it when you need a shorter version of a longer text. It is set up for transformers. The card lists the license as apache-2.0.
This checkpoint should be loaded into BartForConditionalGeneration.frompretrained. See the BART docs for more information.
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At a glance
- Task
- Summarization
- Library
- transformers
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- May 22, 2022
- Updated
- May 22, 2022
- SHA
- ec3da5a0
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Datasets
Model card
From the Hugging Face model README
Usage
This checkpoint should be loaded into BartForConditionalGeneration.from_pretrained. See the BART docs for more information.
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 | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.2875 | 1.0 | 5754 | 1.6294 | 11.009 | 7.4618 | 10.5573 | 10.8087 | 58.3382 |
Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
- Task
- Summarization
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Languages
- en
- Created
- May 22, 2022
- Updated
- May 22, 2022