v9.8-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: 2.2449
• Gen Len: 157.2

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	Gen Len
No log	1.0	10	3.4550	76.2
No log	2.0	20	2.8713	116.25
No log	3.0	30	2.6550	98.9
No log	4.0	40	2.5123	122.65
No log	5.0	50	2.4152	98.25
No log	6.0	60	2.3636	107.3
No log	7.0	70	2.3242	108.05
No log	8.0	80	2.2844	120.35
No log	9.0	90	2.2518	167.5
No log	10.0	100	2.2449	157.2

Framework versions

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