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fil-bic-t5b
iManay/fil-bic-t5b
fil-bic-t5b is a machine learning model from iManay. 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.
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 27, 2024
- Updated
- May 27, 2024
- SHA
- 2958fa82
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
fil-bic-t5b
This model is a fine-tuned version of google-t5/t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.3537
- Validation Loss: 1.2117
- Epoch: 9
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 1.8355 | 1.3386 | 0 |
| 1.2304 | 1.1693 | 1 |
| 1.0055 | 1.0725 | 2 |
| 0.8533 | 1.0350 | 3 |
| 0.7349 | 1.0468 | 4 |
| 0.6450 | 1.0678 | 5 |
| 0.5478 | 1.0682 | 6 |
| 0.4728 | 1.0854 | 7 |
| 0.4072 | 1.1572 | 8 |
| 0.3537 | 1.2117 | 9 |
Framework versions
- Transformers 4.37.2
- TensorFlow 2.15.0
- Datasets 2.17.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- May 27, 2024
- Updated
- May 27, 2024