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mT5_small
meoo225/mT5_small
mT5_small is a machine learning model from meoo225. 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
- Nov 15, 2024
- Updated
- Nov 15, 2024
- SHA
- da1761f2
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
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: 0.3417
- Bleu Score: 47.0526
- Gen Len: 16.8315
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu Score | Gen Len |
|---|---|---|---|---|---|
| 2.798 | 1.0 | 838 | 0.5495 | 41.8683 | 16.7766 |
| 0.7216 | 2.0 | 1676 | 0.4311 | 44.9002 | 16.8148 |
| 0.5551 | 3.0 | 2514 | 0.3565 | 46.5247 | 16.816 |
| 0.4951 | 4.0 | 3352 | 0.3417 | 47.0526 | 16.8315 |
Framework versions
- Transformers 4.46.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Nov 15, 2024
- Updated
- Nov 15, 2024