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# badokorach/distilbert-base-cased-distilled-agric-060124_1

This model is a fine-tuned version of [distilbert-base-cased-distilled-squad](https://huggingface.co/distilbert-base-cased-distilled-squad) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.5748
- Validation Loss: 0.0
- Epoch: 14

## 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: {'inner_optimizer': {'module': 'transformers.optimization_tf', 'class_name': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 1725, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.8999999761581421, 'beta_2': 0.9990000128746033, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.02}, 'registered_name': 'AdamWeightDecay'}, 'dynamic': True, 'initial_scale': 32768.0, 'dynamic_growth_steps': 2000}
- training_precision: mixed_float16

### Training results

| Train Loss | Validation Loss | Epoch |
|:----------:|:---------------:|:-----:|
| 2.8817     | 0.0             | 0     |
| 2.1643     | 0.0             | 1     |
| 1.8788     | 0.0             | 2     |
| 1.6446     | 0.0             | 3     |
| 1.4560     | 0.0             | 4     |
| 1.2835     | 0.0             | 5     |
| 1.1090     | 0.0             | 6     |
| 0.9769     | 0.0             | 7     |
| 0.8940     | 0.0             | 8     |
| 0.7700     | 0.0             | 9     |
| 0.7306     | 0.0             | 10    |
| 0.6732     | 0.0             | 11    |
| 0.6380     | 0.0             | 12    |
| 0.5905     | 0.0             | 13    |
| 0.5748     | 0.0             | 14    |


### Framework versions

- Transformers 4.35.2
- TensorFlow 2.15.0
- Datasets 2.16.1
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_keras_callback"], "base_model": "distilbert-base-cased-distilled-squad", "model-index": [{"name": "badokorach/distilbert-base-cased-distilled-agric-060124_1", "results": []}]}
transformers tf distilbert question-answering generated_from_keras_callback base_model:distilbert-base-cased-distilled-squad license:apache-2.0 endpoints_compatible region:us