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english_to_twi
samwell/english_to_twi
english_to_twi is a machine learning model from samwell. 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 keras.
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Repo size
81.5 MB
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At a glance
- Library
- keras
- Access
- Public
- Created
- Apr 20, 2022
- Updated
- Apr 20, 2022
- SHA
- d88dc855
Model card
From the Hugging Face model README
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': 'RMSprop', 'learning_rate': 0.001, 'decay': 0.0, 'rho': 0.9, 'momentum': 0.0, 'epsilon': 1e-07, 'centered': False}
- training_precision: float32
Training Metrics
| Epochs | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy |
|---|---|---|---|---|
| 1 | 2.157 | 0.289 | 1.828 | 0.371 |
| 2 | 1.795 | 0.388 | 1.746 | 0.409 |
| 3 | 1.639 | 0.436 | 1.597 | 0.43 |
| 4 | 1.523 | 0.471 | 1.54 | 0.463 |
| 5 | 1.427 | 0.503 | 1.485 | 0.479 |
Model Plot
<details> <summary>View Model Plot</summary>
- Library
- keras
- Created
- Apr 20, 2022
- Updated
- Apr 20, 2022