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marijajolovic/starcoderbase-3b-amd-200-steps

sourceHugging Facebigcode-openrail-mupdated 2y agoView on Hugging Face
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Model Card

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starcoderbase-3b-amd-200-steps

This model is a fine-tuned version of bigcode/starcoderbase-3b on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8836

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: 0.0005
  • trainbatchsize: 4
  • evalbatchsize: 4
  • seed: 42
  • optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • lrschedulertype: cosine
  • lrschedulerwarmup_steps: 30
  • training_steps: 200

Training results

Training LossEpochStepValidation Loss
0.94120.51000.8884
0.91861.02000.8836

Framework versions

  • PEFT 0.14.0
  • Transformers 4.48.3
  • Pytorch 2.6.0+cu124
  • Datasets 3.2.0
  • Tokenizers 0.21.0