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TakalaWang/Discussion-Phi-4-multimodal-instruct-audio

sourceHugging Facemitupdated 1y agoView on Hugging Face
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Discussion-Phi-4-multimodal-instruct-audio

This model is a fine-tuned version of microsoft/Phi-4-multimodal-instruct on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 14.0220

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: 4e-05
  • —trainbatchsize: 1
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 16
  • —totaltrainbatch_size: 16
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.95) and epsilon=1e-07 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 50
  • —num_epochs: 3

Training results

Training LossEpochStepValidation Loss
3.25730.22351014.4554
0.35060.44692014.1744
0.24640.67043014.0838
0.30580.89394014.0603
0.18551.11175014.0604
0.18071.33526014.0120
0.22271.55877014.0404
0.23531.78218014.0772
0.11672.09014.1155
0.20132.223510014.0047
0.16772.446911013.9101
0.1722.670412013.9451
0.13252.893913014.0220

Framework versions

  • —Transformers 4.51.3
  • —Pytorch 2.4.1+cu124
  • —Datasets 3.5.1
  • —Tokenizers 0.21.1