codet5-small-v16

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: 0.7656
• Bleu Score: 0.0057
• Gen Len: 13.156

Model description

Trained,

• on: chathuranga-jayanath/selfapr-manipulation-bug-context-10000

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	267	0.8482	0.0057	13.042
1.0733	2.0	534	0.7801	0.0057	13.151
1.0733	3.0	801	0.7656	0.0057	13.156

Framework versions

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