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Codet5

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metadata
license: apache-2.0
library_name: peft
tags:
  - generated_from_trainer
base_model: Salesforce/codet5-small
model-index:
  - name: Codet5
    results: []

Codet5

This model is a fine-tuned version of Salesforce/codet5-small on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8397

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: 0.0001
  • train_batch_size: 12
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss
1.1722 1.0 4383 0.9264
1.0653 2.0 8766 0.8786
1.0213 3.0 13149 0.8555
1.0114 4.0 17532 0.8415
0.9867 5.0 21915 0.8397

Framework versions

  • PEFT 0.10.0
  • Transformers 4.40.0
  • Pytorch 2.2.1+cu121
  • Tokenizers 0.19.1