README.md

metadata

license: bsd-3-clause
base_model: Salesforce/codegen-350M-mono
tags:
  - Text2CodeGeneration
  - generated_from_trainer
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:

• eval_loss: 12.2931
• eval_runtime: 237.2573
• eval_samples_per_second: 0.042
• eval_steps_per_second: 0.004
• step: 0

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

Framework versions

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