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aireal
ernestoluciano/aireal
aireal is a machine learning model from ernestoluciano. 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
- Apr 13, 2025
- Updated
- Apr 13, 2025
- SHA
- 5e111ee5
Base models
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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. -->
aireal
This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.4898
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: 3e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 5 | 3.7616 |
| 4.1403 | 2.0 | 10 | 3.6842 |
| 4.1403 | 3.0 | 15 | 3.6246 |
| 3.889 | 4.0 | 20 | 3.5830 |
| 3.889 | 5.0 | 25 | 3.5518 |
| 3.7769 | 6.0 | 30 | 3.5285 |
| 3.7769 | 7.0 | 35 | 3.5110 |
| 3.7192 | 8.0 | 40 | 3.4990 |
| 3.7192 | 9.0 | 45 | 3.4922 |
| 3.6656 | 10.0 | 50 | 3.4898 |
Framework versions
- Transformers 4.50.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Apr 13, 2025
- Updated
- Apr 13, 2025