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t5-base-finetuned-amazon-en-es
Aakkash/t5-base-finetuned-amazon-en-es
t5-base-finetuned-amazon-en-es is a summarization model from Aakkash. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Summarization
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Aug 27, 2023
- Updated
- Aug 27, 2023
- SHA
- db1828a1
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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. -->
t5-base-finetuned-amazon-en-es
This model is a fine-tuned version of t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 5.0971
- Rouge1: 5.4907
- Rouge2: 0.0
- Rougel: 5.4907
- Rougelsum: 5.4907
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: 5.6e-05
- train_batch_size: 8
- 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 |
|---|---|---|---|---|---|---|---|
| 5.7476 | 1.0 | 2 | 5.4826 | 8.0818 | 0.0 | 8.0898 | 6.7159 |
| 5.6005 | 2.0 | 4 | 5.3150 | 5.4125 | 0.0 | 5.4125 | 5.4654 |
| 5.4222 | 3.0 | 6 | 5.2311 | 5.3768 | 0.0 | 5.3768 | 5.4298 |
| 4.9619 | 4.0 | 8 | 5.1824 | 6.6672 | 0.0 | 6.6672 | 6.6794 |
| 4.2747 | 5.0 | 10 | 5.1472 | 6.6672 | 0.0 | 6.6672 | 6.6794 |
| 4.2784 | 6.0 | 12 | 5.1219 | 5.4907 | 0.0 | 5.4907 | 5.4907 |
| 5.2337 | 7.0 | 14 | 5.1052 | 5.4907 | 0.0 | 5.4907 | 5.4907 |
| 4.7063 | 8.0 | 16 | 5.0971 | 5.4907 | 0.0 | 5.4907 | 5.4907 |
Framework versions
- Transformers 4.32.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Summarization
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Aug 27, 2023
- Updated
- Aug 27, 2023