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# roberta-base-finetuned-MP-unannotated-half-frozen-v1-FULL_CLASSES-v1_un_frozen

This model is a fine-tuned version of [kghanlon/roberta-base-finetuned-MP-unannotated-half-frozen-v1](https://huggingface.co/kghanlon/roberta-base-finetuned-MP-unannotated-half-frozen-v1) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.6522
- Accuracy: 0.6047
- Recall: 0.6047
- F1: 0.5977

## 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     |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|:------:|
| 1.7785        | 1.0   | 15490 | 1.7150          | 0.5415   | 0.5415 | 0.5205 |
| 1.5214        | 2.0   | 30980 | 1.6254          | 0.5573   | 0.5573 | 0.5418 |
| 1.3117        | 3.0   | 46470 | 1.5554          | 0.5814   | 0.5814 | 0.5709 |
| 0.9403        | 4.0   | 61960 | 1.5808          | 0.5997   | 0.5997 | 0.5892 |
| 0.7309        | 5.0   | 77450 | 1.6522          | 0.6047   | 0.6047 | 0.5977 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "metrics": ["accuracy", "recall", "f1"], "base_model": "kghanlon/roberta-base-finetuned-MP-unannotated-half-frozen-v1", "model-index": [{"name": "roberta-base-finetuned-MP-unannotated-half-frozen-v1-FULL_CLASSES-v1_un_frozen", "results": []}]}
transformers tensorboard safetensors roberta text-classification generated_from_trainer base_model:kghanlon/roberta-base-finetuned-MP-unannotated-half-frozen-v1 autotrain_compatible endpoints_compatible region:us