v9.1-codet5-base-finetuned-code_function-to-test_case_function

This model is a fine-tuned version of Salesforce/codet5-base on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.6592
• Bleu: 0.0145
• Gen Len: 19.0

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: 2
• eval_batch_size: 2
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	400	1.8713	0.0187	19.0
2.5133	2.0	800	1.7578	0.0149	19.0
1.9264	3.0	1200	1.7019	0.0161	19.0
1.7291	4.0	1600	1.6722	0.0165	19.0
1.5638	5.0	2000	1.6608	0.0149	19.0
1.5638	6.0	2400	1.6544	0.0146	19.0
1.4592	7.0	2800	1.6511	0.0139	19.0
1.3699	8.0	3200	1.6537	0.0148	19.0
1.3379	9.0	3600	1.6596	0.0145	19.0
1.2919	10.0	4000	1.6592	0.0145	19.0

Framework versions

• Transformers 4.35.0
• Pytorch 2.1.0+cu118
• Datasets 2.14.6
• Tokenizers 0.14.1