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# distil_task_C

This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 462.2090
- Mae: 10.1956

## 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: 2.5e-05
- train_batch_size: 18
- eval_batch_size: 18
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20

### Training results

| Training Loss | Epoch | Step | Validation Loss | Mae     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| No log        | 1.0   | 203  | 7191.6465       | 55.0685 |
| No log        | 2.0   | 406  | 5555.1792       | 43.4994 |
| 7733.7615     | 3.0   | 609  | 4179.3813       | 35.0103 |
| 7733.7615     | 4.0   | 812  | 3130.1318       | 27.5621 |
| 4115.3178     | 5.0   | 1015 | 2453.7505       | 23.4578 |
| 4115.3178     | 6.0   | 1218 | 1842.0889       | 19.4926 |
| 4115.3178     | 7.0   | 1421 | 1518.6580       | 17.3858 |
| 2159.565      | 8.0   | 1624 | 1207.9269       | 14.8793 |
| 2159.565      | 9.0   | 1827 | 1017.0433       | 13.6738 |
| 1328.2381     | 10.0  | 2030 | 1088.5262       | 15.4227 |
| 1328.2381     | 11.0  | 2233 | 758.3786        | 11.8081 |
| 1328.2381     | 12.0  | 2436 | 789.0392        | 12.4503 |
| 902.9826      | 13.0  | 2639 | 640.3048        | 11.4809 |
| 902.9826      | 14.0  | 2842 | 568.1979        | 10.7808 |
| 702.5015      | 15.0  | 3045 | 532.1036        | 10.4821 |
| 702.5015      | 16.0  | 3248 | 505.8835        | 10.4420 |
| 702.5015      | 17.0  | 3451 | 511.9482        | 10.7153 |
| 595.909       | 18.0  | 3654 | 503.0000        | 10.6231 |
| 595.909       | 19.0  | 3857 | 483.5316        | 10.4885 |
| 485.5158      | 20.0  | 4060 | 462.2090        | 10.1956 |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "distilbert-base-uncased", "model-index": [{"name": "distil_task_C", "results": []}]}
transformers pytorch tensorboard safetensors distilbert text-classification generated_from_trainer base_model:distilbert-base-uncased license:apache-2.0 autotrain_compatible endpoints_compatible region:us