finetuned-codegen-mbpp

This model is a fine-tuned version of Salesforce/codegen-350M-mono on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1859

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: 2
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 3
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
0.1316 1.0 168 0.1673
0.0901 2.0 336 0.1622
0.0484 3.0 504 0.1859

Framework versions

  • Transformers 4.49.0
  • Pytorch 2.6.0
  • Datasets 3.3.2
  • Tokenizers 0.21.0
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