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mt5-small-finetuned-amazon-en-es
Chessmen/mt5-small-finetuned-amazon-en-es
mt5-small-finetuned-amazon-en-es is a summarization model from Chessmen. Use it when you need a shorter version of a longer text. 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
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Aug 28, 2024
- Updated
- Aug 28, 2024
- SHA
- 52ceda71
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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: 3.0397
- Rouge1: 16.98
- Rouge2: 7.8929
- Rougel: 16.3644
- Rougelsum: 16.4476
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 |
|---|---|---|---|---|---|---|---|
| 7.8974 | 1.0 | 1209 | 3.3189 | 13.3079 | 4.9395 | 12.9401 | 12.9378 |
| 3.9255 | 2.0 | 2418 | 3.1756 | 16.2829 | 7.8355 | 15.7221 | 15.7776 |
| 3.5938 | 3.0 | 3627 | 3.1217 | 18.6193 | 9.6297 | 17.7226 | 17.8895 |
| 3.4294 | 4.0 | 4836 | 3.1036 | 17.6104 | 8.5851 | 16.8473 | 16.8296 |
| 3.3129 | 5.0 | 6045 | 3.0564 | 15.8986 | 7.3515 | 15.3339 | 15.4281 |
| 3.2488 | 6.0 | 7254 | 3.0497 | 16.7475 | 7.9259 | 16.0704 | 16.1902 |
| 3.2162 | 7.0 | 8463 | 3.0390 | 16.6901 | 8.201 | 16.3029 | 16.3853 |
| 3.1883 | 8.0 | 9672 | 3.0397 | 16.98 | 7.8929 | 16.3644 | 16.4476 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Summarization
- Type
- mt5
- License
- apache-2.0
- Created
- Aug 28, 2024
- Updated
- Aug 28, 2024