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# distilbert-base-uncased-finetuned-MP-unannotated-half-frozen-v1-RILE-v1_fully_frozen

This model is a fine-tuned version of [kghanlon/distilbert-base-uncased-finetuned-MP-unannotated-half-frozen-v1](https://huggingface.co/kghanlon/distilbert-base-uncased-finetuned-MP-unannotated-half-frozen-v1) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7869
- Accuracy: 0.6445
- Recall: 0.6445
- F1: 0.6397

## 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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Accuracy | Recall | F1     |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|:------:|
| 0.8369        | 1.0   | 15490 | 0.8333          | 0.6152   | 0.6152 | 0.6068 |
| 0.8373        | 2.0   | 30980 | 0.8094          | 0.6324   | 0.6324 | 0.6311 |
| 0.822         | 3.0   | 46470 | 0.8024          | 0.6361   | 0.6361 | 0.6279 |
| 0.7985        | 4.0   | 61960 | 0.7927          | 0.6425   | 0.6425 | 0.6345 |
| 0.7929        | 5.0   | 77450 | 0.7869          | 0.6445   | 0.6445 | 0.6397 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.0
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "metrics": ["accuracy", "recall", "f1"], "base_model": "kghanlon/distilbert-base-uncased-finetuned-MP-unannotated-half-frozen-v1", "model-index": [{"name": "distilbert-base-uncased-finetuned-MP-unannotated-half-frozen-v1-RILE-v1_fully_frozen", "results": []}]}
transformers tensorboard safetensors distilbert text-classification generated_from_trainer base_model:kghanlon/distilbert-base-uncased-finetuned-MP-unannotated-half-frozen-v1 autotrain_compatible endpoints_compatible region:us