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flan-t5-base-billsum
VS18/flan-t5-base-billsum
flan-t5-base-billsum is a machine learning model from VS18. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Sep 12, 2023
- Updated
- Sep 12, 2023
- SHA
- 81c2c8bc
Base models
Datasets
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. -->
flan-t5-base-billsum
This model is a fine-tuned version of google/flan-t5-base on the billsum dataset. It achieves the following results on the evaluation set:
- Loss: nan
- Rouge1: 14.041
- Rouge2: 6.012
- Rougel: 11.3068
- Rougelsum: 12.0551
- Gen Len: 16.0610
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: 1
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.0 | 1.0 | 2359 | nan | 14.041 | 6.012 | 11.3068 | 12.0551 | 16.0610 |
| 0.0 | 2.0 | 4718 | nan | 14.041 | 6.012 | 11.3068 | 12.0551 | 16.0610 |
| 0.0 | 3.0 | 7077 | nan | 14.041 | 6.012 | 11.3068 | 12.0551 | 16.0610 |
| 0.0 | 4.0 | 9436 | nan | 14.041 | 6.012 | 11.3068 | 12.0551 | 16.0610 |
| 0.0 | 5.0 | 11795 | nan | 14.041 | 6.012 | 11.3068 | 12.0551 | 16.0610 |
| 0.0 | 6.0 | 14154 | nan | 14.041 | 6.012 | 11.3068 | 12.0551 | 16.0610 |
| 0.0 | 7.0 | 16513 | nan | 14.041 | 6.012 | 11.3068 | 12.0551 | 16.0610 |
| 0.0 | 8.0 | 18872 | nan | 14.041 | 6.012 | 11.3068 | 12.0551 | 16.0610 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Sep 12, 2023
- Updated
- Sep 12, 2023