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cicids2018-falcon7b

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: tiiuae/falcon-7b
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ - f1
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+ model-index:
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+ - name: cicids2018-falcon7b
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # cicids2018-falcon7b
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+
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+ This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.2465
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+ - Accuracy: 0.5
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+ - F1: 0.0
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 1
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+ - eval_batch_size: 1
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 4
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 4
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|
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+ | 0.7359 | 1.0 | 24 | 1.3954 | 0.5 | 0.0 |
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+ | 1.3324 | 2.0 | 48 | 1.3244 | 0.5 | 0.0 |
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+ | 1.8502 | 3.0 | 72 | 1.2808 | 0.5 | 0.0 |
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+ | 0.0832 | 4.0 | 96 | 1.2465 | 0.5 | 0.0 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.2
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+ - Pytorch 2.1.1+cu118
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
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