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bart-large-cnn-1000-sum-pad-early-tfidf1
cammy/bart-large-cnn-1000-sum-pad-early-tfidf1
bart-large-cnn-1000-sum-pad-early-tfidf1 is a machine learning model from cammy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- Mar 7, 2022
- Updated
- Mar 7, 2022
- SHA
- 65af793d
Model card
From the Hugging Face model README
<!-- 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-large-cnn-1000-sum-pad-early-tfidf1
This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.8527
- Rouge1: 24.6303
- Rouge2: 11.0396
- Rougel: 19.1384
- Rougelsum: 20.94
- Gen Len: 67.84
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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.3304 | 1.0 | 1000 | 0.7234 | 25.9428 | 12.5482 | 21.0784 | 23.6041 | 64.68 |
| 0.1502 | 2.0 | 2000 | 0.8527 | 24.6303 | 11.0396 | 19.1384 | 20.94 | 67.84 |
Framework versions
- Transformers 4.16.2
- Pytorch 1.10.2
- Datasets 1.18.3
- Tokenizers 0.11.0
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- Mar 7, 2022
- Updated
- Mar 7, 2022