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pegasus-newsroom-rewriter
chinhon/pegasus-newsroom-rewriter
pegasus-newsroom-rewriter is a machine learning model from chinhon. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- pegasus
- Access
- Public
- Created
- Mar 18, 2022
- Updated
- Sep 11, 2023
- SHA
- de74d51a
Base models
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. -->
pegasus-newsroom-rewriter
This model is a fine-tuned version of google/pegasus-newsroom on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3424
- Rouge1: 46.6856
- Rouge2: 31.6377
- Rougel: 33.2741
- Rougelsum: 44.5003
- Gen Len: 126.58
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: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 450 | 1.4020 | 47.0593 | 32.2065 | 33.9168 | 44.901 | 126.32 |
| 1.9944 | 2.0 | 900 | 1.3567 | 46.2635 | 30.9959 | 32.933 | 44.1659 | 126.48 |
| 1.6511 | 3.0 | 1350 | 1.3449 | 46.1544 | 30.7257 | 32.693 | 43.9977 | 126.4 |
| 1.5951 | 4.0 | 1800 | 1.3424 | 46.6856 | 31.6377 | 33.2741 | 44.5003 | 126.58 |
Framework versions
- Transformers 4.17.0
- Pytorch 1.10.0+cu111
- Datasets 2.0.0
- Tokenizers 0.11.6
- Library
- transformers
- Type
- pegasus
- Created
- Mar 18, 2022
- Updated
- Sep 11, 2023