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# distilbert-base-uncased-finetuned-MP-unannotated-half-frozen-v1-RILE-v1_frozen_4

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: 0.8907
- Accuracy: 0.7375
- Recall: 0.7375
- F1: 0.7369

## 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     |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|:------:|
| 0.6913        | 1.0   | 15490 | 0.6835          | 0.7100   | 0.7100 | 0.7087 |
| 0.6374        | 2.0   | 30980 | 0.6607          | 0.7303   | 0.7303 | 0.7309 |
| 0.5491        | 3.0   | 46470 | 0.6652          | 0.7390   | 0.7390 | 0.7384 |
| 0.4388        | 4.0   | 61960 | 0.7698          | 0.7385   | 0.7385 | 0.7371 |
| 0.3468        | 5.0   | 77450 | 0.8907          | 0.7375   | 0.7375 | 0.7369 |


### 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_frozen_4", "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