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mt5-small-finetuned-amazon-en-es
aarnow/mt5-small-finetuned-amazon-en-es
mt5-small-finetuned-amazon-en-es is a summarization model from aarnow. 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
- mt5
- Access
- Public
- Created
- Sep 19, 2023
- Updated
- Sep 19, 2023
- SHA
- 549e886b
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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. -->
mt5-small-finetuned-amazon-en-es
This model is a fine-tuned version of google/mt5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.0349
- Rouge1: 17.111
- Rouge2: 8.39
- Rougel: 16.7227
- Rougelsum: 16.7209
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 |
|---|---|---|---|---|---|---|---|
| 7.3401 | 1.0 | 1209 | 3.3465 | 14.0925 | 6.2495 | 13.7784 | 13.9647 |
| 3.9195 | 2.0 | 2418 | 3.1859 | 16.0052 | 8.1545 | 15.4495 | 15.5175 |
| 3.5975 | 3.0 | 3627 | 3.0945 | 17.4726 | 9.0998 | 16.9741 | 17.1364 |
| 3.4241 | 4.0 | 4836 | 3.0913 | 16.3822 | 7.7661 | 15.852 | 15.9198 |
| 3.3252 | 5.0 | 6045 | 3.0588 | 16.6252 | 8.1458 | 16.1867 | 16.2189 |
| 3.2442 | 6.0 | 7254 | 3.0444 | 17.1532 | 8.4258 | 16.7123 | 16.7598 |
| 3.2149 | 7.0 | 8463 | 3.0355 | 17.4131 | 8.7262 | 17.0104 | 17.0702 |
| 3.184 | 8.0 | 9672 | 3.0349 | 17.111 | 8.39 | 16.7227 | 16.7209 |
Framework versions
- Transformers 4.33.2
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Summarization
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Sep 19, 2023
- Updated
- Sep 19, 2023