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t5-small-finetuned-amazon-en-es
Georbots/t5-small-finetuned-amazon-en-es
t5-small-finetuned-amazon-en-es is a machine learning model from Georbots. 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
- May 30, 2024
- Updated
- May 30, 2024
- SHA
- 3d39bbd7
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-small-finetuned-amazon-en-es
This model is a fine-tuned version of google-t5/t5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.1338
- Rouge1: 15.288
- Rouge2: 5.9122
- Rougel: 15.0016
- Rougelsum: 15.025
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: 16
- eval_batch_size: 16
- 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 |
|---|---|---|---|---|---|---|---|
| 3.4582 | 1.0 | 565 | 3.2280 | 15.5752 | 6.4445 | 15.0167 | 15.1207 |
| 3.1756 | 2.0 | 1130 | 3.1846 | 15.4189 | 7.2436 | 14.9347 | 15.0646 |
| 3.0769 | 3.0 | 1695 | 3.1641 | 14.7754 | 6.4923 | 14.4351 | 14.5265 |
| 3.0117 | 4.0 | 2260 | 3.1495 | 14.7305 | 6.6849 | 14.4567 | 14.5639 |
| 2.9806 | 5.0 | 2825 | 3.1389 | 15.4222 | 6.8815 | 15.0067 | 15.1059 |
| 2.9389 | 6.0 | 3390 | 3.1381 | 15.8264 | 6.5277 | 15.3998 | 15.4669 |
| 2.9173 | 7.0 | 3955 | 3.1358 | 15.2775 | 5.9122 | 14.9794 | 14.9913 |
| 2.9034 | 8.0 | 4520 | 3.1338 | 15.288 | 5.9122 | 15.0016 | 15.025 |
Framework versions
- Transformers 4.41.1
- Pytorch 2.2.2+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- May 30, 2024
- Updated
- May 30, 2024