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TuringGame/Llama-3.2-1B-Instruct-classifier

sourceHugging Facellama3.2updated 1y agoView on Hugging Face
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Model Card

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Llama-3.2-1B-Instruct-classifier

This model is a fine-tuned version of meta-llama/Llama-3.2-1B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2160
  • —Accuracy: 0.9308
  • —F1: 0.8621

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
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 2

Training results

Training LossEpochStepValidation LossAccuracyF1
No log001.01940.45240.3310
No log0.2020790.31850.88040.7508
No log0.40411580.27280.89480.7989
No log0.60612370.24360.90060.8110
No log0.80823160.22510.89630.7895
No log1.01023950.27130.89050.81
No log1.21234740.32030.90200.8162
0.30161.41435530.22890.91640.8324
0.30161.61646320.23060.92800.8641
0.30161.81847110.21600.93080.8621

Framework versions

  • —Transformers 4.53.3
  • —Pytorch 2.6.0+cu124
  • —Datasets 4.0.0
  • —Tokenizers 0.21.2