metadata

library_name: peft
tags:
  - generated_from_trainer
base_model: microsoft/codebert-base-mlm
model-index:
  - name: malicious-package-classifier-bert-mal-only
    results: []

malicious-package-classifier-bert-mal-only

This model is a fine-tuned version of microsoft/codebert-base-mlm on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 0.0000
eval_runtime: 2.4483
eval_samples_per_second: 137.648
eval_steps_per_second: 1.225
epoch: 77.1
step: 3238

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: 140
eval_batch_size: 140
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 100

Framework versions

PEFT 0.10.0
Transformers 4.39.3
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2