codet5-small-v14 / README.md
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metadata
license: apache-2.0
base_model: Salesforce/codet5-small
tags:
  - generated_from_trainer
model-index:
  - name: codet5-small-v14
    results: []

codet5-small-v14

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: 0.3637
  • Bleu Score: 0.0067
  • Gen Len: 14.2747

Model description

Trained:

  • on: chathuranga-jayanath/context-5-finmath-times4j-html-mavendoxia-wro4j-guava-supercsv-len-1000-prompt-1
  • size: 5.11k

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
  • train_batch_size: 30
  • eval_batch_size: 30
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Score Gen Len
No log 1.0 171 0.4326 0.0067 14.1727
No log 2.0 342 0.3730 0.0067 14.2543
0.5662 3.0 513 0.3637 0.0067 14.2747

Framework versions

  • Transformers 4.38.0.dev0
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.1