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# cicids2018-falcon7b

This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.2465
- Accuracy: 0.5
- F1: 0.0

## 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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1  |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|
| 0.7359        | 1.0   | 24   | 1.3954          | 0.5      | 0.0 |
| 1.3324        | 2.0   | 48   | 1.3244          | 0.5      | 0.0 |
| 1.8502        | 3.0   | 72   | 1.2808          | 0.5      | 0.0 |
| 0.0832        | 4.0   | 96   | 1.2465          | 0.5      | 0.0 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["accuracy", "f1"], "base_model": "tiiuae/falcon-7b", "model-index": [{"name": "cicids2018-falcon7b", "results": []}]}
transformers safetensors falcon text-generation generated_from_trainer custom_code base_model:tiiuae/falcon-7b license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us