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metadata
license: bsd-3-clause
base_model: Salesforce/codegen-350M-mono
tags:
  - Text Generation
  - Text2CodeGeneration
  - generated_from_trainer
metrics:
  - rouge
  - bleu
model-index:
  - name: codeGen-finetuned-cXg-nl-to-code
    results: []

codeGen-finetuned-cXg-nl-to-code

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: 3.5272
  • Rouge1: 0.0884
  • Rouge2: 0.0056
  • Rougel: 0.0624
  • Bleu: 1.2799
  • Meteor: 0.1132
  • Codebleu: 0.2059

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: 2e-05
  • train_batch_size: 32
  • eval_batch_size: 64
  • 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

Framework versions

  • Transformers 4.42.4
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1