v9.7-codet5-bert-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: 2.3226

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: 8
• eval_batch_size: 8
• 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
No log	1.0	10	3.4893
No log	2.0	20	2.9930
No log	3.0	30	2.7990
No log	4.0	40	2.6546
No log	5.0	50	2.5664
No log	6.0	60	2.4976
No log	7.0	70	2.4303
No log	8.0	80	2.3481
No log	9.0	90	2.3255
No log	10.0	100	2.3226

Framework versions

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