codet5p-770m-py-sanitized-codebleu-1-True-1e-05-0.1-lora-layer_0

This model is a fine-tuned version of Salesforce/codet5p-770m-py on the mbpp dataset. It achieves the following results on the evaluation set:

• Loss: 0.9249
• Codebleu: 0.0072
• Ngram Match Score: 0.0000
• Weighted Ngram Match Score: 0.0000
• Syntax Match Score: 0.0079
• Dataflow Match Score: 0.0100

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: 1e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 100
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Codebleu	Ngram Match Score	Weighted Ngram Match Score	Syntax Match Score	Dataflow Match Score
0.9688	1.0	15	0.9249	0.0072	0.0000	0.0000	0.0079	0.0100

Framework versions

• Transformers 4.31.0
• Pytorch 2.0.1
• Datasets 2.14.4
• Tokenizers 0.13.3