codet5-with-doc-new-v3

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: 1.3350

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: 1
• eval_batch_size: 1
• 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	230	1.7676
No log	2.0	460	1.5304
1.9937	3.0	690	1.4249
1.9937	4.0	920	1.3746
1.0274	5.0	1150	1.3364
1.0274	6.0	1380	1.3554
0.741	7.0	1610	1.3405
0.741	8.0	1840	1.3406
0.6108	9.0	2070	1.3383
0.6108	10.0	2300	1.3350

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu121
• Datasets 2.16.1
• Tokenizers 0.15.1