---

language: en
tags:
- sagemaker
- bert-base-uncased
- text classification
license: apache-2.0
datasets:
- adecorpusv2
model-index:
- name: bert-base-uncased
  
---

## bert-base-uncased
This model was trained using Amazon SageMaker and the new Hugging Face Deep Learning container.


## Hyperparameters
```json
{
    "do_eval": true,
    "do_train": true,
    "fp16": true,
    "load_best_model_at_end": true,
    "model_name": "bert-base-uncased",
    "num_train_epochs": 10,
    "per_device_eval_batch_size": 16,
    "per_device_train_batch_size": 16,
    "learning_rate":5e-5

}
```
## Validation Metrics
| key | value |
| --- | ----- |
| eval_accuracy  | 0.9298021697511167 |
| eval_auc | 0.8902672664394546 |
| eval_f1 | 0.827315541601256 |
| eval_loss | 0.17835010588169098 |
| eval_recall | 0.8234375 |
| eval_precision | 0.831230283911672 |